S2 Bidang Keahlian Telekomuniasi Multimedia

STRUKTUR KURIKULUM BIDANG KEAHLIAN
TELEKOMUNIKASI MULTIMEDIA 2009-2014
Kode MK
Code
SEMESTER I
1
TE.092303
Nama Mata Kuliah (MK)
Course Title
sks
Credits
Proses Acak dan Pengolahan Sinyal
Random Process & Signal Processing
3
2
TE.092320
Sistem Komunikasi Digital
Digital Communication System
3
3
TE.092300
Rekayasa Trafik dan Jaringan
Traffic & Network Engineering
2
4
TE.092092
Pengenalan Bidang Riset
Introduction to Research Topics
2
Jumlah sks/Total of credits
SEMESTER II
1
TE.092351
10
Pengolahan Sinyal & Komunikasi Multimedia
Multimedia Signal Processing & Communication
3
2
TE.092301
Propagasi Gelombang Elektromagnetik
Electromagnetic Wave Propagation
2
3
TE.092342
Sistem Komunikasi Nirkabel & Bergerak
Wireless & Mobile Communication System
3
4
TE.092093
Penulisan Ilmiah
Scientific Writing
2
SEMESTER III
1
TE.092353
2
TE.092323
Jumlah sks/Total of credits
10
Jaringan Komunikasi Multimedia
Multimedia Communication Network
Pengkodean Kanal
Channel Coding
Mata Kuliah Pilihan
Additional optional courses
Jumlah sks/Total of credits
2
2
4
8
Kurikulum/Curriculum ITS : 2009-2014
No.
1
Tesis
Thesis
4
Mata Kuliah Pilihan
Additional optional courses
Jumlah sks/Total of credits
4
MATA KULIAH PILIHAN
ADDITIONAL OPTIONAL COURSES
No.
Kode MK
Nama Mata Kuliah (MK)
Code
Course Title
1
TE.092343
Sistem Komunikasi dan Jaringan Optik
Optical Communication System and Network
2
TE.092345
Jaringan Mobile dan Ad-Hoc
Mobile and Ad-Hoc Network
3
TE.092346
Jaringan Sensor Nirkabel
Wireless Sensor Network
4
TE.092347
Sistem Komunikasi Antena Jamak
Multiple Antennas Communication System
4
TE.092357
Software defined radio dan jaringan nirkabel kognitif
Software defined radio and cognitive wireless network
5
TE.092355
Teknik-teknik kompresi video
Advanced Video compression techniques
6
TE.092348
Rekayasa Internet dan Web
Internet and Web Engineering
7
TE.092349
Mobile e-learning
Mobile e-learning
8
TE.092331
Deteksi dan estimasi terdistribusi
Distributed detection and estimation
9
TE.092332
Sistem komunikasi pita lebar
Broadband communication system
10 TE.092333
Sistem komunikasi multicarrier
Multicarrier communication system
11 TE.092334
Sistem komunikasi dan jaringan kooperatif
Cooperative communication system and network
12 TE.092335
Game theory dan jaringan nirkabel
Game theory and wireless network
13 TE.092336
Keamanan informasi dan multimedia
Information and multimedia security
8
sks
Credits
2
2
2
2
2
2
2
2
2
2
2
2
2
2
Kurikulum/Curriculum ITS : 2009-2014
SEMESTER IV
1
TE.092099
2
SILABUS KURIKULUM/COURSE SYLLABUS
TE – 092303: Proses Acak dan Pengolahan Sinyal
TE – 092303: Random Process & Signal Processing
Sks /Credits: 3
Semester: I
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari representasi variabel acak dan proses acak,
serta sifat-sifat dan karakteristiknya, terutama untuk
penerapan pada berbagai permasalahan pada sistem
komunikasi dan pengolahan sinyal.
To study various representations and characteristics of
random variables and processes, as well as their applications
in communication systems and signal processing.
Mahasiswa mampu memahami dan menerapkan konsepkonsep berikut:
x Aksioma dan operasi-operasi probabilitas
x Probabilitas bersyarat dan saling bebas
x Variabel, vektor dan proses acak, serta transformasinya
x Pengolahan sinyal acak dan karakterisasi pada ranah
ruang dan waktu
The students will understand and be able to apply following
concepts:
x Axioms of and operations on probability
x Conditional and independent probability
x Random variables, vectors and processes, and their
x Random signal processing and its characterisation in
time and frequency domains]
Himpunan, field dan kejadian. Ruang sample. Definisi
aksiomatik probabilitas. Probabilitas gabungan, bersyarat
dan total. Kesalingbebasan; Teorema Bayes; Kombinatorial,
percobaan Bernoulli, binomial dan multinomial, pendekatan
terhadap distribusi normal; Definisi variabel acak; fungsi
distribusi dan kerapatan probabilitas; Kerapatan dan
distribusi bersyarat dan gabungan; Transformasi variabel
acak.
Ekspektasi variabel acak; ekspektasi bersyarat; momen dan
momen gabungan; variabel-variabel acak tak terkorelasi;
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
3
PUSTAKA UTAMA/ MAIN
x
Henry Stark & John W. Woods, Probability and Random
rd
Processes with Applications to Signal Processing, 3 ed.,
Kurikulum/Curriculum ITS : 2009-2014
variabel acak gabungan Gaussian; ketidaksamaan Chebysev
dan Schwartz; fungsi-fungsi pembangkit momen. Batas
Chernoff; Fungsi karakteristik; estimator untuk rata-rata dan
varians; keyakinan interval untuk rata-rata dan varians.
Distribusi dan kerapatan gabungan; transformasi jamak
variabel acak; vektor ekspektasi dan matriks kovarians; Sifatsifat matriks kovarians. Diagonalisasi matriks kovarians;
proyeksi; Distribusi Gaussian multidimensi. Spesifikasi
statistik urutan acak; sistem linier waktu-diskrit ; urutan
acak dan sistem linier; urutan acak WSS; PSD dan korelasi;
urutan acak Markov; Model ARMA . Definisi dan contohcontoh proses acak: Poisson, Wiener, Markov dll. Sistem
linier time invariant dengan input acak. Klasifikasi proses
acak; ketasioneran; proses stasioner arti luas; power
spectral density; derau putih. Orthogonalitas dan estimasi
linier. Filter Kalman; filter Wiener.
Sets, field and events. Sample sets. Axiomatic definition of
probability. Joint, conditional and total probabilities.
Independence; Bayes theorem; Combinatorial, Bernoulli,
binomial and multinomial experiments. Random variable
definition; distribution function and probability density
function. Conditional and joint density and distribution
function. Transformations of random variables.
Expectations of random variables; conditional expectation;
moments and moment generating functions; uncorrelated
random variables; jointly Gaussian random variables;
Chebysev and Chernoff inequality; characteristics functions;
mean and variance estimators.
Expectation vector and covariance matrix. Covariance matrix
diagonalization. Random sequences. Linear discrete-time
systems; Wide sense stationary sequence. Power spectral
density and correlation. Markov random sequence. ARMA
model. Definition and examples of random processes:
Poisson, Wiener, Markov. Linear time-invariant system with
random input. White noise. Orthogonalization and linear
estimation. Kalman and Wiener filters.
4
REFERENCES
Prentice Hall, 2002.
x
x
x
PRASYARAT/PREREQUISITE
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
Robert M. Gray & Lee D. Davisson, An Introduction to
Statistical Signal Processing, Cambridge University Press,
2008.
Todd K. Moon & Wynn C. Stirling, Mathematical
Methods and Algorithms for Signal Processing, Prentice
Hall, 2000.
Artikel-artikel dari jurnal ilmiah:
IEEE Transaction on Signal Processing
5
Sks /Credits: 3
Semester: I
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
Mempelajari prinsip-prinsip teori informasi, teknik-teknik
pengkodean dan modulasi digital untuk menjawab berbagai
permasalahan pada sistem komunikasi digital.
To study principles of information theory, coding and digital
modulation techniques to address various problems in
digital communication system.
Mahasiswa diharapkan mampu:
x Memahami dasar-dasar teori informasi: entropi sumber,
informasi bersama, sifat ekuipartisi asimtotik (AEP) dan
kapasitas kanal, serta teknik-teknik pengkodean sumber
x Mendisain sistem komunikasi digital secara optimum,
dan melakukan analisis unjuk kerja sistem dalam
lingkungan gangguan yang dimodelkan dengan proses
acak menggunakan bantuan model probabilitas dan
stokastik.
The students are expected to able to:
x Understand basics of information theory: source
entropy, mutual information, asymptotic equipartition
property (AEP), and channel capacity, as well as source
coding technique
x Design optimal digital communication system and
analyze its performance under degrading effects of
transmission media, by using statistical model and
framework
x
x
POKOK BAHASAN/
SUBJECTS
x
x
x
x
Konsep Sistem Komunikasi: Analog & Digital. - Proses
dan tujuan tiap blok elemen dalam Siskomdig.
Permasalahan yang timbul dalam proses transmisi sinyal
digital. - Klasifikasi Sinyal : Deterministik & Acak.
Sinyal Energi dan sinyal Daya
Korelasi dan otokorelasi. - Konsep rapat spektral Energi
dan Daya. - Pengertian Bandwidth.
Konsep Sampling, Kuantising dan coding. - PCM, PAM,
PPM, Biner dan M-ary.
Line coding, Bandwidth, laju bit dan laju simbol. Konsep
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092320: Sistem Komunikasi Digital
TE – 092320: Digital Communication System
6
x
x
x
Communication system concepts
Signals classification
Correlation and autocorrelation
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
Kurikulum/Curriculum ITS : 2009-2014
x
dasar unsur-unsur teori informasi
Efisiensi dan kehandalan suatu bentuk pengkodean.
Entropy dan informasi
Entropy maksimum dan minimum. Informasi timbal balik
Gambaran statistik dari probabilitas gabungan,
probabilitas bersyarat
Sumber informasi bermemori dan tanpa memori,
stasioner, ergodic.
Sumber informasi markov, diagram keadaan untuk
sumber Markov
Klasifikasi sumber Markov, matriks probabilitas transisi
Penjelasan statistik kanal tanpa memori dan bermemori
Matrik kanal dan Diagram kanal. Kriteria kanal BSC
Kanal burst error, Model Gilbert. Permasalahan
pemodelan kanal
Kondisi perlu untuk pengkodean. Teknik-teknik
pengkodean sumber (kode pohon)
Pertidaksamaan Kraft, Teori Mc Millan’s, Shannon-Fano,
Lempel-Ziv
Pemodelan Huffman coding, q-ary Huffman coding,
pengkodean sumber tidak sama, run-length
Probabilitas akumulatif. Metode dasar, metode tanpa
perkalian
Efisiensi pengkodean Aritmatik. Review kapasitas kanal,
kanal uniform, kanal BSC, kanal BEC, kanal tambahan.
Konsep Penerima Optimum. - Konsep Matched-filter. Konsep Korelator.
Representasi sinyal dalam bentuk vektor.
Inner product, norm, jarak euclidian. - Prosedur Gram
Schmidt dan fungsi basis.
Dimensi ruang sinyal. - Konstelasi Sinyal
Modulasi passband : ASK, PSK, FSK biner dan m-ary,
QPSK, OQPSK, MSK.
Demodulasi/Deteksi. - Penurunan Kinerja BER sistem.
Parameter-parameter yang mempengaruhi bentuk
spektral sinyal hasil modulasi digital.
Distorsi akibat kanal tidak ideal. - Filter Nyquist, sinyal
bebas ISI. - Terjadinya ISI.
Pola mata. - Disain Ekualiser MMSE dan Zero forcing.
x
7
x
x
x
x
x
x
PUSTAKA UTAMA/ MAIN
REFERENCES
Sampling and quantization
Line coding, bandwidth, bit rate & symbol rate
Entropy and information, mutual information
Memoryless source and source with memory
Markov information source, state diagram
Channel matrix, binary symmetric channel (BSC)
Bursty error channel, Gilbert model. Channel modeling
Kraft inequality, McMillan theorem, Variable length
codes: Shannon-Fano code, Lempel-Ziv code & Huffman
coding. Arithmetic coding.
Optimum receiver concepts, Matched filter
Signal representation in vector space. Signal space
dimension and signal constellation
Passband modulation: ASK, PSK, FSK, QPSK, MSK
Demodulation and detection. BER performance
Channel induced distortion: ISI
Eye pattern. MMSE and zero-forcing equalizers
x
John G. Proakis & Massoud Salehi,
th
Communications, 5 ed., McGraw-Hill, 2007.
x
Bernard Sklar, Digital Communications: Fundamentals
nd
and Applications, 2 ed., Prentice Hall, 2001.
Artikel-artikel dari jurnal ilmiah,
IEEE Trans. on Communication
IEEE J. on Selected Areas in Communications
IEEE Trans. on Wireless Communications
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x
PRASYARAT/PREREQUISITE
-
Digital
Kurikulum/Curriculum ITS : 2009-2014
x
x
x
x
x
x
x
x
8
Sks /Credits: 2
Semester: I
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari berbagai pemodelan dan karakterisasi trafik
untuk berbagai sumber informasi: suara, data, citra dan
video, yang dilewatkan pada berbagai jenis jaringan: misal:
fixed, seluler, nirkabel, LAN, MAN, WAN, serta teknik-teknik
dan protokol yang berkaitan.
To study various modeling and characterization of traffic of
information sources: voice, data, image and video,
transported in various networks: fixed, cellular, wireless,
LAN, MAN, WAN, as well as related techniques and
protocols.
Mahasiswa mampu memahami:
x dasar-dasar, analisa dan penerapan rekayasa trafik
dalam rancangan jaringan telekomunikasi.
x arsitektur router untuk jaringan IP beserta unjuk
kerjanya dengan menggunakan berbagai model trafik
dan teknik routing
The students understand:
x basics of traffic engineering and its analysis, as well as
implementation in telecommunication network
x principles of router architecture for IP network, as well as
its performance in relation to various traffic models and
routing techniques
Definisi trafik, satuan trafik, macam-macam trafik,
karakteristik trafik; Model-model trafik : Trafik voice, trafik
data; Sistem Kegagalan (loss system) : model sistem, Erlang
B, probabilitas blocking, penentuan sirkit; Peramalan
demand dan peramalan trafik; QoS jaringan nirkabel; Proses
Markov, rantai Markov, Sistem tunggu (queueing system) :
sistem dengan antrian tak terbatas (Erlang C) dan sistem dg
antrian terbatas, probabilitas tunggu, probabilitas blocking;
Arsitektur router internet,Token leaky bucket, multiplexing
flow, Jaringan antrian dengan routing statis, jaringan rugi,
jaringan antrian stable open, Routing dinamis dan routing
dengan insentif, Algoritma shortest path dan widest path.
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092300: Rekayasa Trafik dan Jaringan
TE – 092300: Traffic & Network Engineering
9
Traffic definition and unit. Traffic charactristics and models:
voice and data. Loss system. System model: Erlang B,
blocking probability, Poisson process; circuit dimensioning.
Demand and traffic forecast. QoS in wireless network.
Markov process and chain. Queueing system: infinite and
finite waiting time system, Erlang C. Internet router
architecture. Token leaky bucket, multiplexing flow.
Queueing network with static routing, loss network. Stable
open queueing network. Dynamic routing, routing with
incentive. Shortest and widest path algorithms.
PUSTAKA UTAMA/ MAIN
REFERENCES
x
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x
PRASYARAT/PREREQUISITE
-
ITU-D,Teletraffic Engineering Handbook, 2003
Kesidis, G., An introduction to communication
network analysis, Wiley, 2007
Chuah, M.C. dan Zhang, Q., Design and Performance
3G Wireless Networks and Wireless LANs, Springer,
2006.
Medhi, D. dan Ramasamy, K. Network Routing, The
Morgan Kaufmann Series, 2007
Artikel-artikel dari jurnal ilmiah:
IEEE/ACM Trans. on Networking
Kurikulum/Curriculum ITS : 2009-2014
x
x
10
Sks /Credits: 2
Semester: I
x
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
x
x
x
x
x
x
KOMPETENSI/
COMPETENCY
x
x
x
POKOK BAHASAN/
x
x
Mahasiswa memahami berbagai cluster riset dalam
bidang teknik sistem tenaga, telekomunikasi
multimedia, teknik elektronika, jaringan cerdas
multimedia, dan telematika; dan dapat memilih cluster
riset yang akan ditekuni dengan tetap memperhatikan
cluster-cluster riset yang berhubungan.
Mahasiswa mampu menerapkan sikap ilmiah sesuai
dengn kebidangan masing-masing.
To have an understanding of many research fields in
power system engineering, multimedia communication,
electronic engineering, intelligent multimedia network,
and telematics; and to have a skill to select own
research cluster by considering all supporting clusters.
To have a capability to apply scientific mindset and
attitude in the own research filed.
Mahasiswa memahami berbagai cluster riset bidang
teknik sistem tenaga, telekomunikasi multimedia, teknik
elektronika, jaringan cerdas multimedia, dan telematika.
Mahasiswa mampu memilih pendekatan ilmiah yang
tepat untuk menyelesaikan permasalahan melalui
kegiatan riset untuk peningkatan kualitas hidup manusia
dan lingkungan.
Mampu melaksanakan dan memelihara sikap dan
kegiatan ilmiah dalam kehidupan profesi.
To have an understanding many research clusters in the
fields of power system engineering, multimedia
communication, electronic engineering, intelligent
multimedia network, and telematics.
To have a capability to choose an appropriate scientific
approach to solve a certain engineering problem
through activities for improvement of human life quality
and environment.
To have a skill of actualizing and to keep scientific
attitude and scientific activities in professional tasks.
Pembekalan bidang-bidang riset
Seminar ilmiah
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE - 092092: Pengenalan Bidang Riset
TE - 092092: Introduction to Research Fields
11
PUSTAKA UTAMA/MAIN
REFERENCES
x
x
x
x
x
x
Review jurnal ilmiah
Telaah kasus
Penyusunan laporan.
Provisioning of research fields
Journal article review
Case studies and report.
x
x
Artikel journal terpilih.
Selected scientific journals in power system engineering,
multimedia communication, electronic engineering,
intelligent multimedia network, and telematics.
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
-
PRASYARAT/PREREQUISITE
-
Kurikulum/Curriculum ITS : 2009-2014
SUBJECTS
12
MATA KULIAH/
COURSE TITLE
TE – 092351: Pengolahan Sinyal & Komunikasi
Multimedia
TE – 092351: Multimedia Signal Processing &
Communication
Sks /Credits: 3
Semester: II
KOMPETENSI/
COMPETENCY
The students will understand the following:
x Characterisation of multimedia signals in time, space
and frequency domains, as well as probabilistically
x Transform coding techniques
x Dynamics of 2-D signal (image & video) and its
exploitation for compression
x Efficient compression techniques
POKOK BAHASAN/
SUBJECTS
x
x
x
x
x
x
x
Pembentukan, persepsi dan representasi video
Analisa Fourier sinyal video
Karakteristik sistem pendengaran dan penglihatan
manusia
Pencuplikan video
Pemodelan video
Estimasi gerakan 2-D
Entropi sumber dan model-model distribusi sinyal
Kurikulum/Curriculum ITS : 2009-2014
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mempelajari representasi dan karakteristik sinyal-sinyal
multimedia: audio, citra dan video, serta teknik-teknik
pengkodean untuk kompresi yang efisien.
To study representation and characterisation of multimedia
signals: audio, image & video, as well as coding techniques
for efficient compression.
Mahasiswa mampu memahami hal-hal berikut:
x Karakterisasi berbagai jenis sinyal multimedia pada
ranah waktu, ruang dan frekuensi, serta dalam konteks
probabilistik
x Teknik-teknik pengkodean transformasi
x Dinamika sinyal 2-D pada citra dan video serta
pemanfaatan untuk kompresi
x Teknik-teknik kompresi sinyal multimedia yang efisien
13
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
x H.J. Trussell & M.J. Vrhel, Fundamentals of Digital
Imaging, Cambridge University Press, 2008.
x Al Bovik, ed., The Essential Guide to Video Processing,
Academic Press, 2009.
x Artikel-artikel dari jurnal ilmiah:
IEEE Transaction on Multimedia
IEEE Transaction on Image Processing
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
multimedia
Dasar-dasar pengkodean video
Pengkodean video berbasis gelombang
Pengkodean video berbasis content
Pengkodean video scalable
Teknik-teknik pengkodean audio
Standar-standar kompresi video
Video formation, perception and representation
Fourier analysis of video signals
Human hearing and visual systems
Video sampling
Video modeling
2-D Motion estimation
Foundations of video coding
Waveform-based video coding
Content-based video coding
Scalable video coding
Audio coding techniques
Video compression standards
Yao Wang, Jorn Ostermann, Ya-Qin Zhang, Video
Processing and Communications, Prentice Hall, 2002.
14
Sks /Credits: 2
Semester: II
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari teori dan mekanisme perambatan gelombang
elektromagnetik (GEM) pada berbagai jenis dan kondisi
media, terutama untuk aplikasi sistem komunikasi radio.
To study theory and mechanisms of electromagnetic
propagation over various media and diverse conditions,
especially for application in radio communication systems.
Mahasiswa mampu memahami:
x Teori Maxwell serta penerapan pada permasalahan
perambatan dan radiasi GEM
x Mekanisme perambatan GEM pada berbagai kondisi
lingkungan dan fenomena-fenomena yang timbul pada
lapisan-lapisan atmosfer serta karakteristiknya
x Mendisain sistem komunikasi radio
The students will understand:
x Maxwell theory and its applications in EM wave
propagation and radiation
x EM wave propagation mechanisms in various
environment conditions and related phenomena in
atmospheric layers, as well as its characteristics
x Design radio communication systems
x
x
x
x
x
x
x
x
x
x
x
Review persamaan Maxwell untuk medan dinamis
Persamaan Helmholtz
Gelombang datar serbasama
Perambatan gelombang pada medium dielektrik
Perambatan gelombang pada penghantar
Mekanisme pantulan dan transmisi
Perambatan gelombang pada saluran transmisi
Radiasi oleh antena kecil. Parameter-parameter antena
Jenis-jenis antena. Persamaan radiasi untuk medan
jauh.
Mekanisme propagasi ruang bebas. Daya sebagai fungsi
jarak. Mekanisme pantulan. Model propagasi dua
lintasan. Model propagasi N lintasan
Mekanisme difraksi
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092301: Propagasi Gelombang Elektromagnetik
TE – 092301: Electromagnetic Wave Propagation
15
Difraksi knife-edge (tabir tunggal)
Elipsoid Fresnel zone
Pendekatan untuk difraksi tabir jamak
Model analitis difraksi tabir jamak
Model kanal deterministik
Metode ray-tracing
Model kanal stokastik
Model geometris penghambur elips dan elipsoid
Model-model prediksi empiris
Variasi kanal propagasi terhadap ruang dan waktu
Variasi skala besar: Lognormal shadowing
Variasi skala kecil: Model kanal Rayleigh dan Rician
Hamburan. Duct. Redaman hujan
Lapisan ionosfir. Refraksi. Sintilasi
Penggunaan model dalam desain dan evaluasi sistem
komunikasi radio
x
x
x
x
Maxwell equation for dynamic field
Helmholtz equation
Homogenous planewave
Wave propagation in dielectric medium and in
conductor
Reflection and transmission mechanisms
Wave propagation in transmission line
Radiation by small antenna. Antenna parameters,
Radiation equation for far fields
Freespace propagation mechanism. Power as a
fucntion of distance. Reflection mechanism. Two path
propagation model
Diffraction mechanism
Knife-edge diffraction
Ellipsoid Fresnel zone
Analytical model of multiple diffraction
Deterministic channel model
Ray tracing method
Stochastic channel model
Scattering geometrical models.
Empirical prediction models
Propagation channel variation in space and time
Large scale variation: log normal shadowing. Small
scale radiation: Rayleigh and Rician channel model.
Scattering. Ducting. Rain attenuation.
Ionosphere layer. Reffraction. Scintillation.
Design and evaluation of radio communication system.
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
Kurikulum/Curriculum ITS : 2009-2014
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
16
x
H. Sizun, Radio Wave Propagation for
Telecommunication Applications, Springer, 2005.
x
Jean G. Van Bladel, Electromagnetic Fields, Wiley-IEEE,
2007.
Artikel-artikel dari jurnal ilmiah:
IEEE Transaction on Antenna and Electromagnetic
Propagation
IEEE Transaction on Wireless Communications
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x
PRASYARAT/PREREQUISITE
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
17
MATA KULIAH/
COURSE TITLE
TE – 092342: Sistem Komunikasi Nirkabel & Bergerak
TE – 092342: Wireless & Mobile Communication System
Sks /Credits: 3
Semester: II
x
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Capability to explain and understand in:
x Basic concept, elements and system of wireless and
mobile communications.
x System engineering and technology of broadband
wireless communications
x Traffic engineering in wireless and mobile broadband
communications
x Design of wireless and mobile communication system
and networks
x Konsep dasar sistem komunikasi nirkabel dan bergerak,
termasuk terminnologi, elemen sistem dan lapisan
komunikasi, permasalahan dan optimasi sistem
x Propagasi: model kanal nirkabel dan bergerak, model
dan pengaruh fading skala besar dan kecil, estimasi
cakupan dan jangkauan, diversity
x Modulasi dan ekualisasi adaptif: modulasi adaptif,
review model kanal frekuensi selektif, ekualisasi adaptif
x Modulasi pita lebar: konsep spread spectrum, OFDM,
multi carrier dan sistem akses jamak (CDMA) serta
Kurikulum/Curriculum ITS : 2009-2014
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mahasiswa memahami konsep, elemen, dan kinerja
sistem komunikasi nirkabel dan bergerak meliputi
lapisan fisik, MAC, datalink, dan jaringan.
x Students
understand
concept,
elements
and
performance of wireless and mobile communication
system including physical layer, MAC, datalink and
networks.
Kemampuan menjelaskan dan memahami:
x konsep dasar, elemen dan sistem komunikasi nirkabel
dan bergerak.
x Rekayasa sistem dan teknologi komunikasi nirkabel pita
lebar.
x Rekayasa trafik pada sistem komunikasi nirkabel dan
bergerak pita lebar.
x Rancangan sistem dan jaringan komunikasi nirkabel dan
seluler bergerak.
18
x
x
x
x
x
x
x
x
x
x
x
x
x
PUSTAKA UTAMA/ MAIN
REFERENCES
x
sistem akses acak: CSMA, ALOHA, slotted ALOHA.
Jaringan seluler: konsep jaringan seluler, interferensi
dan kapasitas sistem
Rekayasa sistem: antenna larik, larik adaptif, pengantar
MIMO, pengkodean ruang waktu, multipleks spatial
(SDMA).
Rekayasa trafik: rekayasa trafik sistem seluler,
probabilitas blok sistem sel tunggal dan sel jamak
dengan handover, trafik multimedia pada sistem
nirkabel pita lebar.
Kinerja jaring sistem komunikasi pita lebar: model dan
analisis kinerja jaringan pita lebar : delay, jitter, packet
loss, throughput.
Kemajuan sistem komunikasi nirkabel dan bergerak pita
lebar, optimasi lintas lapisan dan aplikasi sistem:
kooperatif, jaring sensor dsb.
Basic concepts of wireless and mobile communications
including terminologies, elements of system and layer of
communications, problems and optimizing system.
Propagation: wireless and mobile channel models, large
and small scale fadings, coverage estimation, diversity
Adaptif modulation and equalization: adaptif
modulation, review on frequency selective channel
model, adaptif equalization.
Cellular networks: concepts, interference and capacity of
system.
System engineering: array antenna, adaptive array,
introduction to MIMO, time space coding, spatial
multiplexing (SDMA).
Traffic engineering: traffic in cellular system, blocking
probability in single cell and in multiple cells with
handover systems, multimedia traffic in broadband
systems
Performance in broadband communication networks:
model and analysis of broadband networks: delay, jitter,
packet loss, throughput.
Trend
in
broadband
wireless
and
mobile
communications,
cross-layer
optimization
and
applications: cooperative system, sensor networks etc.
Theodoere S. Rappaport, Wireless Communications:
Principles and Practice, Second Edition, Prentice Hall:
Upper Saddle River, NJ, 2002.
K. Pahlavan & P. Krishnamurthy, Principles of Wireless
Networks, Prentice Hall: Upper Saddle River, NJ, 2002.
Kurikulum/Curriculum ITS : 2009-2014
x
19
x
PRASYARAT/PREREQUISITE
TE – 092320: Sistem Komunikasi Digital
TE – 092320: Digital Communication System
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
Andrea
Goldsmith,
Wireless
Communications,
Cambridge University Press, 2005.
x
K. Pahlavan & Allen H. Levesque, Wireless Information
Networks, John Willey & Sons Inc., 2005.
David Tse & Pramod Viswanath, Fundamentals of
x
Wireless Communication, Cambridge University Press,
2005.
TE – 092303: Proses Acak dan Pengolahan Sinyal
TE – 092303: Random Process & Signal Processing
20
Sks /Credits: 2
Semester: II
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
Memberikan persiapan bagi mahasiswa sebelum memulai
thesis, dengan memahami identifikasi dan perumusan
masalah yang akan menjadi topik thesis, memahami
metodologi penelitian yang diperlukan, serta memahami
teknik penulisan karya tulis ilmiah yang berupa proposal
thesis, buku thesis, dan makalah ilmiah.
Giving preparation for the students before getting thesis by
understanding problem identification and formulation
related to the thesis topic.
x
x
x
x
x
x
POKOK BAHASAN/
SUBJECTS
x
x
Memahami metodologi riset.
Memahami cara menulis ilmiah untuk proposal thesis,
thesis dan makalah ilmiah.
Understanding research methodology.
Understanding technical writing for the proposal thesis,
thesis and scientific papers.
Memahami metodologi riset: Identifikasi masalah, studi
literature, data plant, pemodelan system, diagram
system, algoritma solusi, pengembangan metoda,
simulasi dan analisis, justifikasi hasil.
Memahami format penulisan ilmiah: judul, pengarang,
afiliasi, lembar pengesahan, abstrak, daftar isi,
pendahuluan,
penukilan,
penjabaran
konsep,
metodologi, tabel, gambar, grafik, jadwal, analisis hasil
simulasi, kesimpulan, daftar pustaka, riwayat hidup dan
ucapan terima kasih.
Understanding research methodology: Problem
identification, Literature study, plant data, systems
modeling, system diagram, solution algorithm, method
development, simulation and analysis, result justification.
Understanding technical writing format: Title, author,
affiliation, authentication sheet, abstract, content,
introduction to problem, citation, concept, methodology,
data table and graphics, figure, schedule, simulation
result and analysis, conclusion, references, biography and
acknowledgement.
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092093 : Penulisan Ilmiah
TE – 092093 : Scientific Writing
21
x
x
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
-
PRASYARAT/PREREQUISITE
x
ITS, Buku Pedoman Akademik, ITS, 2009.
ITS, Metodologi Penelitian, Puslit ITS, 2008.
Imam Robandi, Becoming The Winner: Riset, Menulis
Ilmiah, Publikasi Ilmiah, dan Presentasi, Penerbit ANDI,
2008.
Pengenalan Bidang Riset
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/MAIN
REFERENCES
22
Sks /Credits: 2
Semester: III
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari berbagai permasalahan pada transmisi dan
distribusi sinyal-sinyal multimedia pada jaringan dan teknikteknik pengolahan dan pengkodean yang berkaitan.
To study various problems encountered in transmission and
distribution of multimedia signals over network and related
signal processing techniques and coding.
Mahasiswa mampu memahami dan menyelesaikan
permasalahan pada komunikasi dan distribusi sinyal-sinyal
multimedia pada jaringan sebagai berikut:
x
Teknik-teknik pengkodean citra, video dan audio digital
untuk distribusi pada jaringan
x
Karakterisasi saluran transmisi dan jaringan serta
pengaruhnya terhadap pengiriman sinyal multimedia
x
Teknik-teknik untuk mengatasi kesalahan pada
transmisi, kehilangan paket dan pengaruh fluktuasi
pada trafik di jaringan
The students will understand and be able to solve various
problems in communication and distribution of multimedia
signals over network, as follows:
x Coding techniques of image, video and audio for
network distribution
x Characterisation of transmission media and network and
its relation to multimedia signal transmission
x [Techniques to counter error in transmission, packet loss
and effects of traffic fluctuation in network]
Teknik-teknik pengkodean yg tahan terhadap kesalahan:
slice structured coding, flexible MB ordering, scalability,
data partitioning, flexible reference frame concept.
Resynchronisation dan teknik-teknik penyembunyian
kesalahan: spatial, temporal & hybrid error concealment.
Arsitektur adaptasi: berbasis pengirim, klien, proxy dan
server. End-to-end delay, waktu reaksi dan latensi.
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092353: Jaringan Komunikasi Multimedia
TE – 092353: Multimedia Communication Network
23
Kurikulum/Curriculum ITS : 2009-2014
Kompleksitas. Rate control dan transcoding. Mode-mode
scalability: temporal, spatial, SNR dan hybrid. MPEG-4 FGS.
Motion compensated wavelet video coding. Model
kehilangan paket pada kanal dengan memory. Streaming
pada Internet. Panjang burst ; heavy tails ; underflow, round
trip delay ; jitter ; packet reordering. Transmisi paket
dengan prioritas : packet erasure; layered MDC ; CRC+RCPC;
proteksi kesalahan : interleaving & product code. Rantai
Markov untuk model kanal nirkabel; panjang memory;
Model-model QoS: IntServ dan DiffServ. Bandwidth
management,
channel
quality
monitoring;
delay
differentiation. Middleware adaptation service. Arsitektur,
protocol dan format file. Model buffering dan leaky bucket.
CBR dan VBR. Compund streams. Pengkodean sumber,
pengkodean kanal dan laju kedatangan. Multicast
addressing, struktur multicast router; hubungan dengan
protokol lapis lain; IGMP. Routing pada mode flood-&prune. Link state routing dan MOSPF. Interdomain multicast
routing. Prinsip-prinsip multicast; macam-macam protokol:
DVMRP, PIM, MOSPF, IP multicast dan keterbatasannya.
Multicasting hirarkis: HDVMRP, LGC, HIP, QHMRP. Video
streaming pada jaringan P2P. Transmisi paket video dan
retransmisi. Sender-driven prioritization; distortionoriented;
scheduler
evaluation.
Contoh-contoh
eksperimental: CoDiO P2P
Teknik-teknik transmisi video digital: terrestrial, cable,
satelit dan jaringan IP. Desain jaringan dan coverage.
Coding techniques for error resilience: slice structured
coding, flexible MB ordering, scalability; data partitioning;
flexible reference frame concept. Resynchronisation and
error concealment techniques: spatial, temporal & hybrid
error concealment. Adaptive arrchitecture: sender, client,
proxy and server based. End-to-end delay, reaction time
and latency. Complexity. Rate conrol and transcoding.
Scalability modes: temporal, spatial, SNR dan hybrid.
MPEG-4 FGS. Motion compensated wavelet video coding.
Packet loss model over channel with memory. Streaming
over internet. Burst length; heavy tails; underflow; round
trip delay; jitter; packet reordering. Packet transmission
with priority: packet erasure; layered MDC; CRC+RCPC;
error protection; interleavingand product code. Markov
chain for wireless channel modeling; memory length. QoS
24
models: InsServ and DiffServ. Bandwidth management,
channel quality monitoring; delay differentiation.
Middleware adaptation service. Architecture, protocol and
file format. Buffering model and leaky bucket: CBR and VBR.
Compound streams. Source coding, channel coding and
arrival rate.
Multicast addressing, multicast router structure; IGMP.
Routing in flood & prune mode. Link state routing and
MOSPF. Interdomain multicast routing. Multicast principles.
Protocols for multicast: DVMRP, PIM, IP and their
limitations. QoS. Hierarchical routing: HDVMRP, LGC, HIP,
QHMRP. Video streaming over P2P network. Sender-driven
prioritization; distortion oriented; scheduler evaluation.
Experimental examples: CoDiO P2P.
Digital video transmission techniques: terrestrial, cable,
satellite and IP networks. Network design and coverage.
PUSTAKA UTAMA/ MAIN
REFERENCES
x
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x
PRASYARAT/PREREQUISITE
-
Philip A. Chou & Mihaela van der Schaar, eds.,
Multimedia over IP and Wireless Networks:
Compression, Networking, and Systems, Elsevier,
2007.
Lin Cai, Xuemin Shen & Jon W. Mark, Multimedia
Services in Wireless Internet, Wiley, 2009.
Abderrahim Benslimane, ed., Multimedia Multicast on
the Internet, ISTE, 2007.
Artikel-artikel dari jurnal ilmiah:
IEEE Transaction on Multimedia
IEEE J. on Selected Areas in Communications
Kurikulum/Curriculum ITS : 2009-2014
x
25
Sks /Credits: 2
Semester: III
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
Untuk mempelajari berbagai teknik pengkodean kanal pada
komunikasi digital beserta karakterisasi unjuk kerja masingmasing teknik.
To study various channel coding techniques for digital
communication
as
well
as
their
performance
caharacterisations.
Mahasiswa mampu memahami hal-hal berikut beserta
menerapkan pada sistem komunikasi digital:
x Batas-batas teoritik dan kapasitas yang berkaitan
dengan sistem pengkodean kanal
x Teknik-teknik pengkodean kanal modern
x Analisa unjuk kerja berbagai teknik pada bermacammacam jenis kanal
The students will understand the following topics as well as
their applications in digital communication system:
x Theoritical limits and capacities related with channel
coding
x Modern channel coding techniques
x Performance analysis of channel coding techniques for
various channel conditions
POKOK BAHASAN/
SUBJECTS
Dasar-dasar kapasitas kanal
Kapasitas Shannon, Bandwidth, Daya, dan efisiensi kode,
kapasitas diskrit,kompleksitas sistem, deteksi optimal,
kesalahan dua codeword, batas Battacharyya Bound, laju
Cutoff.
Batas unjuk kerja pengkodean acak
Batas kesalahan Gallager. Fungsi eksponen kesalahan,
Batas-batas untuk kode linier dan laju. Batas bawah spherepacking.
Konsep-konsep dasar teknik pengkodean kanal
Kode Hamming, persamaan cek paritas, batas Hamming,
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092323: Pengkodean Kanal
TE – 092323: Channel Coding
26
Kurikulum/Curriculum ITS : 2009-2014
matriks pembangkit kode, representasi kode secara grafis;
konstruksi trellis secara sistematis untuk kode blok.
Pengkodean LDPC
Definisi. LDPC reguler dan tak reguler. Algoritma
pendekodean untuk kanal biner penghapusan dan simetrik.
Pendekodean untuk kanal derau Gaussian aditif. Analisa
kerapatan probabilitas untuk LDPC, evolusi kerapatan,
desain LDPC, pertimbangan praktis, kode Repeataccumulate.
Pengkodean Turbo
Pengkodean kode Turbo, konkatenasi paralel; pertukaran
informasi secara iteratif dan pesan informasi-lunak,
kuantifikasi penyaluran pesan. Pertukaran informasi
ekstrinsik bersama (EXIT). Analisa EXIT
Pengkodean Konvolusional
Trellis untuk deskripsi konvolusional, Pengkode Umpan balik,
Sistematik dan Rekursif. Pendekodean Maximum Likelihood,
Spektrum jarak. Algoritma APP, Log-APP dan implementasi
biner.
Pengkodean Aljabar
Pendekatan aljabar untuk pengkodean kanal. Finite field
dan kode pada Galois field. Persamaan koreksi kesalahan.
Kode Reed-Solomon, pendekodean aljabar dasar, kode BCH,
algoritma Berlekamp-Massey.
Analisa unjuk kerja dan implementasi
Analisa unjuk kerja, prinsip pencuplikan pentingPerformance
Analysis, Importance Sampling Principles, Himpunan
penghentian pendekodean dan jebakan. Aspek
implementasi. Metode implementasi.
Basic, History, Towards Channel Capacity: Introduction,
Shannon Capacity, Bandwidth, Power, and Code Efficiencies,
Discrete Capacities, System Complexity, Optimal Detection,
Two-Codeword Error, Battacharyya Bound, The Cutoff Rate.
Random Coding Performance Bounds : Gallager's Error
Bound, The Error Exponent Function, Exponent Function and
Capacity, Bounds for Linear Codes, Bounds for low Rates,
Code Ensemble Expurgation, The Expurgated Bounds for
Block and Trellis Codes, Sphere-Packing Lower Bounds.
Fundamental Coding Concepts : Hamming Codes, Parity
Check Equations, Hamming Bound, Code Generator
27
PUSTAKA UTAMA/ MAIN
REFERENCES
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x Todd K. Moon, Error Correction Coding: Mathematical
Methods and Algorithms, Wiley, 2005.
x Tom Richardson & Ruediger Urbanke, Modern Coding
Theory, Cambridge University Press, 2008.
x Artikel-artikel dari jurnal ilmiah:
IEEE Transaction on Information Theory
IEEE Transaction on Communications
Kurikulum/Curriculum ITS : 2009-2014
Matrices, Graphical Representations of Codes: Parity Check
Trellis, Systematic Trellis Construction for Block Codes, Tailbiting trellises and the square root bound.
LDPC Coding (Algorithmic Coding): Low-density paritycheck codes (LDPC), definition, regular and irregular LDPCs,
decoding algorithms for binary erasure and binary
symmetric channel models. Decoding on the additive white
Gaussian noise channel, Probablility density analysis of
LDPCs, probability propagation for the BEC and BSC
channels, density evolution for the additive white Gaussian
noise channels, designs of LDPCs, Variations of LDPC codes,
practical considerations, Repeat-accumulate codes.
Turbo Coding (Introduction): Turbo Code Encoding, Parallel
Concatenation, Iterative Information Exchange and SoftInformation Message, Quantifying Message Passing, Mutual
Extrinsic Information Transfer, Mutual Extrinsic Information
Exchange (EXIT) Analysis.
Convolutional Coding: Trellis of Convolutional Description,
Algebraic Description, Feedback-, Systematic-, and Recursive
Systematic Encoders. Maximum-Likelihood Decoding, The
Union Bound, The Distance Spectrum, The A Posteriori
Probability (APP) Algorithm, Log-APP, Max-Log APP and
Binary Implementations.
Algebraic Coding
Algebraic Approaches to Error Control Coding, Finite Fields,
Codes in the Light of Galois Fields, Error Correction and Error
Correcting Equations. Reed-Solomon Codes, Basic Algebraic
Decoding, BCH Codes, Fast Decoding, The BerlekampMassey Algorithm,
Performance Analysis and Implementation Code
Performance Analysis, Importance Sampling Principles, when
can IS be applied, Stopping Sets and Trapping Sets,
Implementation Aspects, Implementation Methods.
28
Kurikulum/Curriculum ITS : 2009-2014
PRASYARAT/PREREQUISITE
-
29
Sks /Credits: 4
Semester: IV
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
PUSTAKA UTAMA/MAIN
REFERENCES
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
Mahasiswa mampu menerapkan metode ilmiah untuk
menyelesaikan permasalahan dalam bidang keilmuan teknik
elektro dengan kontribusi ilmiah yang disesuaikan dengan
program magister.
The student can apply the methods to solve the problems in
the field of electrical engineering that have the contribution
related the master program.
Mahasiswa mampu menerapkan metode ilmiah untuk
menyelesaikan permasalahan sesuai bidang keilmuan.
The Student have the ability to apply the methods for the
problem solving.
Disesuaikan dengan tema yang diambil masing-masing
mahasiswa.
Depend on the students topics
Pedoman Penyusunan Thesis, Program Pascasarjana ITS,
2006.
-
x
x
x
Pengenalan Bidang Riset
Introduction to Research Fields
Research Proposal
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092099 : Tesis
TE – 092099 : Thesis
30
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
Untuk mempelajari karakteristik media optik, aplikasi optik
dalam sistem komunikasi dan rancangan jaring komunikasi
optik sebagai tulang punggung transmisi dan jaringan akses.
To study optical media characteristics, application of optical
in communication system and design of optical
communication networks as transmission backbone and
access networks.
Mahasiswa mampu memahami hal-hal berikut :
x Prinsip dasar dan karakteristik media optik
x Teknik pengujian dan pengukuran karakteristik pada
sistem komunikasi optik
x Analisa unjuk kerja sistem komunikasi optik
Mahasiswa mampu merancang aplikasi optik dalam sistem
komunikasi dan jaring komunikasi.
The students will understand the following aspects:
x Basic principal and characteristics of optical media
x Testing and measurement techniques in optical
communications
x Performance analysis of optical communication systems
POKOK BAHASAN/
SUBJECTS
The students will be capable to design optical application in
communication system and networks.
x Prinsip komunikasi optik, termasuk prinsip dasar optik,
bumbung gelombang optik: elektromagnetik, sifat
gelombang cahaya,
x Pengantar komponen optik, sumber optik dan penguat,
detektor cahaya, coupler, konektor, jaring distribusi dan
komponen optik lainnya.
x Distribusi dan integrasi sinyal, modulasi dan akses
jamak, rancangan pemancar dan penerima optik,
kommunikasi optik koheren
x Kinerja sistem komunikasi optik, redaman sinyal, delay
dan distorsi sinyal.
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092343: Sistem Komunikasi dan Jaringan Optik
TE – 092343: Optical Communication System and Network
31
x
x
x
x
x
x
x
PUSTAKA UTAMA/ MAIN
REFERENCES
x
x
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x
x
x
PRASYARAT/PREREQUISITE
-
Teknik pengujian dan pengukuran: teknik dan
perangkat, pengujian fisik dan mekanik, pengukuran
daya optik, panjang gelombang dan pengukuran
spektrum.
Kemajuan kkomunikasi optik: WDM, DWDM, EDFA,
photonic switching, dan aplikasi komunikasi optik
Principle of optical communications, including the basic
principle of the optical, Optical waveguides:
Electromagnetics, wave nature of light.
Introductions to optical components, optical sources and
amplifiers, light detectors, coupler, connectors,
distribution networks and other optical components.
Signal distributions and integrations, modulation and
multiple access, design of optical transmitters and
receivers, coherent optical communications,
Perfomance of optical communication system,
Attenuations of signals, Signal delays, signal distortions.
Optical testing and measurements: techniques and
apparatus, physical and mechanical testing, optical
power measurement, light wavelength, spectrum
measurements.
Trends in Optical Communications (WDM, DWDM, EDFA,
Photonic
Switching),
Applications
of
optical
communications.
Gerd Keiser, Optical Fiber Communications, McGrawHill, 2005.
Joseph C. Palais, Fiber Optic Communications, , PrenticeHall, 2005.
Robert J.Hoss, Fiber Optic Communications Design
Handbook, Prentice Hall, 1990.
D.K. Mynbaev , S.C. Gupta and Lowell L. Scheiner, Fiber
Optic Communications, PearsonEducation, 2005.
S.C.Gupta, Text Book on Optical Fibre Communication
and its Applications, PHI, 2005.
Govind P. Agarwal, Fiber Optic Communication Systems,
John Wiley, 2004.
Kurikulum/Curriculum ITS : 2009-2014
x
32
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
Mempelajari berbagai arsitektur dan karakteristik jaringan
ad hoc dan mobile, beserta teknik-teknik akses dan routing
yang diperlukan, selain aspek keamanan.
To study various architecture and characteristics of mobile
and ad hoc networks, as well as related access, routing
techniques and security aspects.
Mahasiswa diharapkan memahami:
x Karakteristik dan arsitektur jaringan ad hoc
x MAC dan unjuk kerja berkaitan dengan berbagai model
trafik
x Penentuan lokasi dan teknik-teknik terkait
x Konsep keamanan pada jaringan ad hoc dan protokolprotokol terkait
x Simulasi jaringan ad hoc
The students will understand:
x Architectures and characteristics of ad hoc network
x MAC and its performances in relation to various traffic
models
x Localization techniques
x Security concepts and protocols
x Ad hoc network simulation
x
x
x
POKOK BAHASAN/
SUBJECTS
x
x
Penyegaran system komunikasi data nirkabel
Medium access control: pemodelan trafik, pemodelan
tunda, model antrian, multiple access, demand assigned
MA, CSMA, MAC pada jaringan ad hoc
Akses nirkabel ad hoc: jaringan Bluetooth, pencarian
simpul, algoritma pembentukan Bluetooth, mode mesh
pada WiMAX/802.16
Pemrograman jaringan nirkabel: struktur informasi,
socket, parameter dan control, frame terima dan frame
kirim
Protokol jaringan ad hoc: IP routing normal, pendekatan
reaktif, pendekatan proaktif, pendekatan hibrida,
pengelompokan, QoS, protokol jaringan sensor
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092345: Jaringan Mobile dan Ad-Hoc
TE – 092345: Mobile and Ad-Hoc Network
33
x
x
x
x
x
x
x
x
x
x
x
PUSTAKA UTAMA/ MAIN
REFERENCES
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
Review of wireless data communication
Medium access control: traffic modeling, delay model,
queueing models, multiple access, demand assigned MA,
CSMA, MAC in adhoc network
Ad hoc wireless access: Bluetooth networks, node
discovery, Bluetooth formation algorithms, mesh mode
of WiMAX/802.16
Wireless network programming: structure of
information, socket, parameters and control, receiving
frames, sending frames
Ad hoc network protocols: normal IP routing, reactive
approach, proactive approach, hybrid approach,
clustering, QoS, sensor network protocols
Network simulation: ns2
Location awareness: geographic proximity, constructing
spanner, information dissemination, geographic location
determination, random unit disc graphs, coverage and
connectivity
Ad hoc network security: authentication techniques,
physical layer attacks, security application protocols,
routing security, broadcast security, secure location
verification
x
Michel Barbeau & Evangelos Kranakis, Principles of Ad
Hoc Networking, Wiley, 2007.
x
Ian F. Akyildiz and Xudong Wang, Wireless Mesh
Networks, Wiley, 2009.
Artikel-artikel dari jurnal ilmiah:
IEEE Transaction on Communications
IEEE Transaction on Wireless Communication
x
-
Kurikulum/Curriculum ITS : 2009-2014
Simulasi jaringan: ns2
Kesadaran tentang lokasi: kedekatan geografik,
pembentukan spanner, diseminasi informasi, penentuan
lokasi geografik, graf lingkaran satu acak, cakupan dan
konektivitas
Keamanan jaringan ad hoc: teknik-teknik otentifikasi,
serangan lapis fisik, protokol aplikasi keamanan,
kemanan routing, keamanan broadcast, verifikasi lokasi
yang aman
34
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
Mempelajari prinsip kerja komponen dan arsitektur jaringan
sensor nirkabel (JSN), beserta berbagai protokol yang
diperlukan untuk operasi JSN untuk bermacam-macam
aplikasi.
To study principles of components and architectures of
wireless sensor network (WSN), as well as various protocols
and computation techniques necessary for the operation
WSN for applications.
Mahasiswa diharapkan memahami dan menguasai
pengetahuan tentang:
x arsitektur dan komponen-komponen jaringan sensor
nirkabel beserta karateristiknya
x permasalahan-permasalahan pada jaringan JSN, antara
lain: estimasi dan deteksi terdistribusi, desain protocol
untuk routing dan koleksi data yang hemat energi.
x pemodelan, simulasi dan implementasi jaringan sensor
dengan perangkat keras yang tersedia di lab (Crossbow)
The students will understand the following:
x architectures and components of WSN and their
characteristics
x problems in design and operation of WSN, i.e.:
distributed estimation and detection, energy aware
protocol design for routing and data collecting
x modelling, simulation and implementation of WSN by
using the available hardware in the laboratory
(Crossbow)
POKOK BAHASAN/
SUBJECTS
Perangkat pemancar dan penerima nirkabel untuk JSN,
karakteristik kanal nirkabel, arsitektur JSN, protokol MAC,
protokol kontrol kesalahan, dasar pengalamatan dan
manajemen alamat; sinkronisasi waktu; teknik-teknik
routing: forwarding; gossiping, flooding, single hop dan
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092346: Jaringan Sensor Nirkabel
TE – 092346: Wireless Sensor Network
35
multihop, coverage dan deployment. Teknik-teknik estimasi
dan deteksi terdistribusi. Implementasi JSN pada MICAz dan
simulasi dengan NS2 dan Tossim.
Wireless transmitter and receiver for WSN. Wireless channel
characteristics, WSN architectures, MAC protocols, error
control protocols, addressing and address management;
time synchronization; routing techniques: forwarding;
gossiping, flooding; single hop and multihop, coverage and
deployment. Distributed estimation and detection
techniques. WSN implementation using MICAz and
simulation using ns2 and TOSSIM.
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
x Holger Karl & Andreas Willig, Protocols and
Architectures for Wireless Sensor Networks, Wiley,
2005.
x Shashi Phoha, Thomas La Porta, & Christopher Griffin,
eds., Sensor Network Operations, Wiley/IEEE, 2006.
x Ananthram Swami, Qing Zhao, Yao-Win Hong & Lang
Tong,eds., Wireless Sensor Networks: Signal Processing
and Communications Perspectives, Wiley, 2007.
x Artikel-artikel dari jurnal ilmiah, misal:
IEEE Trans. on Signal Processing
IEEE Trans. on Wireless Communications.
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
36
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
Mempelajari teknik komunikasi digital modern untuk
pengiriman data berkecepatan tinggi dan andal dengan
menggunakan antena jamak, beserta karakterisasi secara
teroritik, kapasitas dan unjuk kerjanya.
To study modern digital communication techniques for high
speed and reliable data tranmission by using multiple
antennas, as well as its characterisation, capacity and and
performance from theoretical point of view.
Mahasiswa mampu memahami:
x Struktur dan karakterisasi sistem komunikasi dengan
antena jamak
x Teknik-teknik pengolahan sinyal larik
x Teknik-teknik pengkodean ruang dan waktu untuk
transmisi data kecepatan tinggi dan andal, serta unjuk
kerjanya
The students will understand:
x Structure and characterisation of multi antenna
communication systems
x Array signal processing techniques
x Space-time coding techniques for high bit rate and
reliable transmission, and its performance
POKOK BAHASAN/
SUBJECTS
x Review radiasi gelombang EM oleh antena
x Parameter-parameter antena. Jenis-jenis antena. Pola
radiasi
x Antena larik dengan dua elemen isotropis.
x Sintesa pola dengan perkalian pola
x Antena larik linear dengan N elemen isotropis
x Antena larik dengan distribusi amplitudo tak seragam
x Antena larik persegi
x Steering vector
x Algoritma LCMV
x Antena cerdas
x Deteksi arah kedatangan sinyal
x Algoritma MUSIC
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092347: Sistem Komunikasi Antena Jamak
TE – 092347: Multiple Antennas Communication System
37
Algoritma ESPRIT
Algoritma SAGE
Kapasitas sistem komunikasi dengan antena jamak
Model sistem komunikasi MIMO
Kapasitas sistem komunikasi MIMO
Kanal keyhole
Kapasitas rata-rata dan outage
Multipleks spasial
Struktur BLAST
BLAST pada kanal frekuensi selektif
Transmit diversity dan pengkodean ruang-waktu
STBC Alamouti
STBC ortogonal orde tinggi
STTC
MIMO dengan antena terdisitribusi
Pengantar sistem komunikasi kooperatif
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
Review: EM wave propagation by antenna
Antenna parameters
Array antenna with two isotropical elements
Pattern synthesis with array factor
Linear array antenna with N isotropical elements
Array antenna with amplitude distribution
Rectangular array antenna
Steering vector
LCMV algorithm
Intelligent antenna
Signal direction of arrival (DOA) detection
MUSIC algorithm
ESPRIT algorithm
SAGE algorithm
Communication system capacity with multiple antenna
MIMO communication system model
MIMO communication system capacity
Keyhole channel
Average capacity and outage
Spatial multiplexing
BLAST structure
BLAST in frequency selective channel
Transmit diversity and space-time coding
STBC Alamouti
Higher order orthogonal STBC
STTC
Distributed MIMO antenna
Kurikulum/Curriculum ITS : 2009-2014
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
38
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
x Ezio Biglieri, Robert Claderbank, Anthony Constatinides,
Andrea Goldsmith, Arogyaswami Paulraj, H. Vincent
Poor, MIMO Wireless Communications, Cambridge
University Press, 2007.
x Alex Gershman, Space-Time Processing for MIMO
Communication, Wiley, 2005.
x Artikel-artikel jurnal ilmiah:
IEEE Transaction on Communications
IEEE Transaction on Wireless Communication
IEEE Transaction on Signal Processing
IEEE Transaction on Information Theory
IEEE Journal on Selected Areas of Communications
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
Introduction to cooperative communication system
39
MATA KULIAH/
COURSE TITLE
TE - 092357: Software defined radio dan jaringan
nirkabel kognitif
TE - 092357: Software defined radio and cognitive
wireless network
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
The students will understand:
x Concepts of cognition, awareness and adaptation in
radio communication system.
x SDR architecture and its components.
x Signal processing and computation techniques for the
implementation of cognitive radio.
x Pengantar radio adaptif, sadar dan kognitif
x Jaringan kognitif
x Arsitektur radio kognitif
x Arsitektur SDR untuk radio kognitif
x Kode dan game untuk akses spektrum dinamik
x Efisiensi & strategi operasi bersama untuk radio kognitif
x Penginderaan spektrum untuk aplikasi radio kognitif
x Sistem manajemen informasi lokasi
x Aplikasi radio kognitif
x
Introduction to adaptive, aware and cognitive radios
Kurikulum/Curriculum ITS : 2009-2014
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mempelajari konsep-konsep arsitektur radio dan jaringan
kognitif beserta teknik-teknik pengolahan sinyal dan
komputasi yang dibutuhkan untuk implementasi radio
kognitif.
To study concepts of cognitive radio architecture and
networks, as well as signal processing and computation
techniques required for the implementation of cognitive
radio.
Mahasiswa mampu memahami:
x Konsep-konsep tentang kognisi, kesadaran dan adaptasi
pada sistem komunikasi radio.
x Arsitektur software defined radio (SDR), beserta
komponen-komponennya.
x Teknik-teknik pengolahan sinyal dan komputasi untuk
implementasi radio kognitif.
40
x
x
x
x
x
x
x
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
x Joseph Mitola III, Cognitive Radio Architecture: The
Engineering Foundations of Radio XML, Wiley, 2006.
x Huseyin Arslan, Cognitive Radio, Software Defined Radio
and Adaptive Wireless Systems, Springer, 2007.
x S. Haykin, “Cognitive radio: brain empowered wireless
communications,” IEEE J. Sel. Areas in Communications,
vol. 23, no. 2, pp. 201-220, Feb. 2005.
x I.F. Akyildiz, W.-Y, Lee, M.C. Vuran, & S. Mohanty, “Next
generation/dynamic spectrum access/cognitive radio
wireless networks: A survey,” Computer Network, vol.
50, no. 13, pp. 2127-2159, Sep. 2006.
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
Cognitive networks
Cognitive radio architecture
Software defined radio architectures for cognitive radios
Codes and games for dynamic spectrum access
Efficiency & coexistence strategies for cognitive radio
Spectrum sensing for cognitive radio applications
Location information management system
Applications of cognitive radio
41
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari teknik-teknik mutakhir pengkodean video yang
efisien untuk komunikasi dan distribusi multimedia.
To study modern efficient techniques of video coding for
multimedia communications and distribution.
Mahasiswa mampu:
x Memahami karakteristik sinyal video dan eksploitasinya
untuk kompresi.
x Memahami teknik-teknik kompresi video berbasis
gelombang dan obyek.
x Mensimulasikan implementasi dari teknik-teknik yang
dibahas dan menganalisa unjuk kerjanya.
The students are expected to:
x Understand video characteristics and how to esploit
them for compression.
x Understand video compression algorithms: waveformand content-based.
x Be able to simulate the implementation of discussed
techniques and analyze its performance.
x Penyegaran: teori informasi
x Karakteristik video: keberlebihan dan aspek penglihatan
manusia
x Prinsip pengkodean video
x Deteksi dan estimasi gerakan
x H264/AVC
x Pengkodean video yang scalable
x Pengkodean video terdistribusi
x Pengkodean video multi pandang berbasis transformasi
x
x
x
x
x
x
Review: information theory
Video characteristics: redundancy
aspects
Video coding principles
Motion detection & estimation
H264/AVC
Scalable video coding
&
psychovisual
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE - 092355: Teknik-teknik Kompresi Video
TE - 092355: Video Compression Techniques
42
PUSTAKA UTAMA/ MAIN
REFERENCES
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x Distributed video coding
x Transform-based multiview video coding
x Ahmet Kondoz, Visual Media Coding and Transmission,
Wiley, 2009.
x Al Bovik, The Essential Guide to Video Processing,
Academic Press, 2009.
x Yun Q. Shi & Huifang Sun, Image and Video Compression
for Multimedia Engineering: Fundamentals, Algorithms,
and Standards, 2nd ed., CRC Press, 2008.
x Artikel-artikel dari jurnal ilmiah:
IEEE Trans. on Multimedia
IEEE Trans. on Image Processing
Kurikulum/Curriculum ITS : 2009-2014
PRASYARAT/PREREQUISITE
43
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari tentang arsitektur dan berbagai jenis protokol
yang digunakan pada Internet serta pemodelan dari struktur
jaringan Web dan teknik-teknik untuk menganalisa unjuk
kerja dan berbagai aplikasi content yang terdapat di Intenet.
To study Internet architecture and various protocols used for
the operation of Internet, as well as Web modeling and
techniques used to analyze performance and content
application in Internet.
Mahasiswa mampu:
x Memahami tentang arsitektur dan berbagai jenis
protokol yang digunakan pada Internet
x Memahami pemodelan dari struktur jaringan Web dan
teknik-teknik untuk menganalisa unjuk kerja dan
berbagai aplikasi content yang terdapat di Intenet
The students are expected to:
x Understand Internet architecture and various protocols
used in Internet
x Understand modeling of Web structure and techniques
to analyze performance and content applications
x IPv4, pengalamatan : address space, broadcast
addreess, NAT, implementasi, ICMP; unicast dan
multicast, IGMP. Pengalamatan pada IPv6, packet
format, interoperasi antara IPv4 dan IPv6. Teknik-teknik
routing dan forwarding, sistem autonomous, routing
table; informasi routing terdistribusi: vektor jarak, link
state routing, penghitungan lintasan, OSPF, rekayasa
trafik, RIP, IS-IS, BGP-4, multicast. Manajemen layanan:
DiffServ, integrated services, RSVP. Protokol-protokol
transport: UDP, TCP, SCTP & RTP. Rekayasa trafik, ECMP,
routing IP flows, service-based routing; offline &
dynamic traffic engineering. Dasar-dasar MPLS,
pelabelan paket, pemetaan data, protokol pensinyalan,
LDP, rekayasa trafik, GMPLS. Switch terdistribusi, GSMP,
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092348: Rekayasa Internet dan Web
TE – 092348: Internet and Web Engineering
44
x
x
x
x
x
x
IPv4, addressing: address space, broadcast address,
NAT, ICMP; unicast & multicast, IGMP. Addressing in
IPv6, packet format, interoperation between IPv4 and
IPv6. Routing and forwarding techniques, autonomous
system, routing table; distributed routing information:
distance vector, link state routing, path calculation,
OSPF, traffic engineering, RIP, IS-IS, BGP-4, multicast.
Service management: DiffServ, integrated services,
RSVOP. ECMP, IP flows routing, service based routing;
offline and dynamic traffic engineering.
Introduction to MPLS, packet labeling, data mapping,
signaling protocol, LDP, GMPLS. Distributed switch,
GSMP, switch configuration, port management and
connection.
Application protocols: DNS, host, DNS message format,
Telnet, FTP, HTTP.
Web documents: SGML and HTML; resource identifiers:
URI, URL; log files & search engines.
Web representation using graph: power law
connectivity, small-world network, generation model for
web graph. Text indexing, lexical processing, contentbased ranking, latent semantic analysis, document
clustering. Link analysis techniques, nonnegative matrix,
dominant eigenvector, PageRank, probabilistically link
stability and analysis; crawling technique: selective and
distributed. Web dynamics.
Kurikulum/Curriculum ITS : 2009-2014
konfigurasi switch, manajemen port dan koneksi.
Protokol-protokol aplikasi: DNS, host, DNS message
format, Telnet, FTP, HTTP. Dokumen-dokumen Web:
SGML dan HTML; resource identifiers:URI, URL, URN; log
files & search engines. Representasi Web dengan graph:
power-law connectivity, jaringan small-world, model
pembangkitan untuk web graph. Pengindeksan teks,
pengolahan leksikal, content-based ranking, latent
semantic analysis, document clustering. Teknik-teknik
analisa link, matriks nonnegative, eigenvector dominant,
PageRank, stabilitas dan analisa link secara probabilistic;
teknik-teknik crawling: selective dan distributed;
dinamika Web.
45
x
x
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x
x
PRASYARAT/PREREQUISITE
Adrian Farrel, The Internet and Its Protocols: A
Comparative Approach, Morgan Kaufmann, 2004.
Pierre Baldi, Paolo Frasconi & Padhraic Smyth, Modeling
the Internet and the Web: Probabilistic Methods and
Algorithms, John Wiley & Sons, 2003.
Deepankar Medhi & Karthikeyan Ramasamy, Network
Routing: Algorithms, Protocols, and Architectures,
Morgan Kaufmann, 2007.
Gustavo Rossi, Oscar Daniel Schwabe & Luis Olsina,
eds.,Web Engineering: Modelling and Implementing
Web Applications, Springer-Verlag, 2008.
Artikel-artikel pada jurnal ilmiah:
IEEE/ACM Trans. on Networking
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
46
MATA KULIAH/
COURSE TITLE
TE - 092349: Mobile e-learning
TE - 092349: Mobile e-learning
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mempelajari permasalahan dan konsep dalam sistem
pembelajaran berbasis elektronik serta teknologi
pendukung and implementasi manajemen pengetahuan
pada pada sistem berbasis open-source dan multiplatform.
To study problems and concepts in e-learning as well as
supporting technology and knowledge management
implementation over open-source based and multiplatform
system.
Mahasiswa mampu:
x
KOMPETENSI/
COMPETENCY
x
Memahami permasalahan dan konsep-konsep pada
pembelajaran berbasis elektronik
Memahami teknologi pendukung dan menguasai
perangkat lunak untuk implementasi e-learning
Mengimplementasikan suatu aplikasi content e-learning
The students are expected to:
x Understand problems and concepts in e-learning
x Understand supporting technology and software to
implement e-learning
x Implement a content application of e-learning
POKOK BAHASAN/
SUBJECTS
x
x
x
x
x
x
x
Pengantar e-learning
Prinsip-prinsio teknologi jaringan dan nirkabel
Prinsip-prinsip teknologi web
Integrasi teknologi nirkabel pada sistem e-learning
Studi kasus
Moodle
Implementasi dan evaluasi sistem
x
x
x
x
x
Introduction to e-learning
Principles of networking and wireless tecnology
Principles of web engineering
Wireless technology integration in e-learning system
Case study
Kurikulum/Curriculum ITS : 2009-2014
x
47
Moodle
Implementation and evaluation
PUSTAKA UTAMA/ MAIN
REFERENCES
x David Metcalf, mLearning: Mobile Learning and
Performance in the Palm of Your Hand, HRD Press,
2006.
x Jason Cole & Helen Foster, Using Moodle: Teaching with
the Popular Open Source Course Management System,
O’Reilly Media, 2007.
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x Fawzi Albalooshi, Virtual Education: Cases in Learning
and Teaching Technologies, IRM Press, 2003.
x Mahbubur Syed, ed., Methods and Applications for
Advancing
Distance
Education
Technologies:
International Issues and Solutions, Information Science
Reference, 2009.
x William Rice, Moodle 1.9 E-Learning Course
Development: A complete guide to successful learning
using Moodle, Packt Publishing, 2008
x Artikel-artikel dari jurnal ilmiah:
IEEE Trans. on Multimedia
IEEE Trans. on Education
PRASYARAT/PREREQUISITE
-
Kurikulum/Curriculum ITS : 2009-2014
x
x
48
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari teknik-teknik deteksi dan estimasi terdistribusi,
terutama untuk aplikasi pada jaringan sensor nirkabel.
To study distributed and estimation techniques, with special
interest for wireless sensor network.
Mahasiswa mampu memahami:
x Teknik-teknik deteksi sinyal dan estimasi parameter
secara statistik
x Formulasi permasalahan deteksi dan estimasi untuk
kondisi terdistribusi, serta teknik-teknik yang diusulkan
The students will understand:
x Signal detection and parameter estimation techniques in
stochastic framework
x Formulation of detection and estimation problems in
distributed setting, as well as proposed techniques in the
litterature
x Pengantar: tantangan koleksi dan ekstraksi data pada
jaringan sensor
x Teknik deteksi: uji hipotesa biner dan M-ary
x Teori estimasi parameter: maximum likelihood,
Bayesian, MVUE, BLUE, batas Cramér-Rao
x Deteksi sinyal yang terpengaruh derau aditif
x Dasar dan prinsip kerja jaringan sensor nirkabel
x Deteksi terdistribusi pada jaringan sensor
x Estimasi terdistribusi pada jaringan sensor
x Filter adaptif terdistribusi pada jaringan sensor
x Pengkodean kanal terdistribusi pada jaringan sensor
x
x
x
x
x
x
Introduction: problems in data collection and extraction
in sensor network
Detection theory: binary and M-ary hypothesis testing
Parameter estimation theory: maximum likelihood,
Bayesian, BLUE, MVUE, Cramér-Rao lower bound
Detection of signal in additive noise
Distributed detection in sensor network
Distributed estimation in sensor network
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE - 092331: Deteksi dan Estimasi Terdistribusi
TE - 092331: Distributed Detection and Estimation
49
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
x Distributed adaptive filter in sensor network
x Distributed channel decoding in sensor network
x Bernard C. Levy, Principles of Signal Detection and
Parameter Estimation, Springer, 2008.
x Ananthram Swami, Qing Zhao, Yao-Win Hong, Lang
Tong, Wireless Sensor Networks: Signal Processing and
Communications Perspectives, Wiley, 2007.
x S. Sitharama Iyengar & Richard R. Brooks, eds.,
Distributed Sensor Networks, Chapman Hall/CRC Press,
2005.
x S
x Artikel-artikel dari jurnal ilmiah:
IEEE Trans. on Signal Processing
IEEE Journal on Selected Areas in Comm.
-
50
MATA KULIAH/
COURSE TITLE
TE - 092332: Sistem Komunikasi Pita Lebar
TE - 092332: Broadband Communication System
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mempelajari teknik-teknik komunikasi digital pada kanal
pita lebar untuk transmisi data kecepatan tinggi dan tahan
terhadap berbagai gangguan pada kanal.
To study digital communication techniques over broadband
channel for high speed data transmission and resistant to
channel adverse effects.
Mahasiswa mampu memahami:
x
x
KOMPETENSI/
COMPETENCY
Karakterisasi secara statistik kanal komunikasi pita lebar,
baik nirkabel dan kabel
Teknik-teknik pengkodean dan modulasi untuk
komunikasi pita lebar serta analisa unjuk kerja sistem
POKOK BAHASAN/
SUBJECTS
Konsep dan permasalahan sistem komunikasi nirkabel pita
lebar, model kanal komunikasi frekuensi selektif, kapasitas
kanal, konsep waterfilling: modulasi MQAM adaptif dan
modulasi multi-carrier, prinsip modulasi multi-carrier tanpa
dan dengan overlap subkanal, konsep OFDM, ortogonalisasi
kanal: OFDM vs vector coding, kinerja OFDM pada kanal
AWGN dan kanal frekuensi selektif, ICI cancellation,
sinkronisasi frekuensi dan waktu, konsep dan kinerja sistem
MC-CDMA, model kanal MIMO, kapasitas kanal dan
waterfilling pada MIMO, prinsip multipleks spasial,
arsitektur BLAST, diversity-multiplexing tradeoff, prinsip dan
kinerja sistem UWB.
Concept
of
and
problems
in
broadband
wireless
Kurikulum/Curriculum ITS : 2009-2014
The students are expected to understand:
x Statistical characterisation of wideband communication
channel: wireless & wired
x Coding and modulation techniques over broadband
channel and system performance analysis
51
x
H. Arslan, Z. N. Chen, M. G. Di Benedetto, Ultra
Wideband Wireless Communication.
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x Artikel-artikel dari jurnal ilmiah:
IEEE Trans. on Communications
IEEE Trans. on Wireless Communications
IEEE Trans. on Signal Processing
IEEE J. on Selected Areas in Communications
PRASYARAT/PREREQUISITE
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
communications, models of frequency-selective channels,
channel capacity, principles of water-filling: adaptive MQAM
modulation and multi-carrier systems, principles of multicarrier systems without and with sub-channel overlaps,
principles of OFDM, channel orthogonalization: OFDM vs.
vector coding, OFDM performance in AWGN and frequencyselective channels, ICI cancellation, frequency and timing
synchronization, principles and performance of MC-CDMA,
MIMO channel models, channel capacity and water-filling
for MIMO systems, principles of spatial multiplexing, BLAST
architecture, diversity-multiplexing tradeoff, principles and
performance of UWB.
x S. Haykin and M. Moher, Modern Wireless
Communications, Wiley, 2004.
x A. Goldsmith, Wireless Communications.
x D. Tse and P. Viswanath, Fundamentals of Wireless
Communication, Cambridge University Press
x L. Hanzo and T. Keller, OFDM and MC-CDMA: A Primer.
x U. S. Jha and R. Prasad, OFDM Towards Fixed and Mobile
Broadband Wireless Access.
x A. Hottinen, O. Tirkkonen and R. Wichman, Multiantenna Transceiver Techniques for 3G and Beyond.
52
MATA KULIAH/
COURSE TITLE
TE - 092333: Sistem Komunikasi Multicarrier
TE - 092333: Multicarrier Communication System
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mempelajari teknik-teknik multicarrier untuk sistem
komunikasi digital modern dengan kapasitas besar dan
tahan terhadap gangguan pada kanal pita lebar.
To study multicarrier techniques for high capacity modern
digital communication systems.
Mahasiswa mampu memahami:
x
x
KOMPETENSI/
COMPETENCY
Karakterisasi secara statistik kanal komunikasi pita lebar,
baik nirkabel dan kabel
Teknik-teknik komunikasi multicarrier, serta unjuk kerja
masing-masing teknik
Teknik-teknik deteksi multiuser pada sistem CDMA dan
MC-CDMA dan unjuk kerja masing-masing
The students are expected to understand:
x Statistical characterisation of wideband communication
channel: wireless & wired
x Multicarrier communication techniques and their
performance
x Multiuser detection techniques in CDMA and MC-CDMA
and their performance
POKOK BAHASAN/
SUBJECTS
x
x
x
x
x
x
x
x
x
x
x
x
x
x
Model kanal frekuensi selektif
Konsep dasar sistem komunikasi multi-carrier
Kapasitas kanal frekuensi selektif
Konsep sistem multi-carrier dengan waterfilling
Ortogonalisasi kanal
Konsep OFDM
Konsep vector coding
Kinerja OFDM pada kanal AWGN
Kinerja OFDM pada kanal frekuensi selektif
Efek dispersi kanal pada OFDM
Teknik estimasi kanal untuk OFDM
Interferensi antar-subcarrier (ICI)
ICI cancellation
Efek kesalahan frekuensi dan waktu pada OFDM
Kurikulum/Curriculum ITS : 2009-2014
x
53
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
Teknik sinkronisasi frekuensi dan waktu
Konsep MC-CDMA
Kinerja MC-CDMA
Pengantar MIMO-OFDM
Tinjauan teknologi xDSL
Tinjauan teknologi sistem seluler 3G (MC-CDMA)
Teknologi WiFi, WiMAX, dan DVB-T/H
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
Frequency selective channel
Principles of multicarrier communication system
Frequency selective channel capacity
Concept of multicarrier system with waterfilling
Channel orthogonalization
OFDM concepts
Vector coding concepts
OFDM performance in AWGN channel
Performance of OFDM in frequency selective channel
Channel dispersion effects on OFDM
Channel estimation techniques for OFDM
Interchannel interference (ICI) and cancellation
Frequency and time error effects on OFDM
Frequency and time synchronisation techniques
MC-CDMA concepts
MC-CDMA performance
Introduction to MIMO-OFDM
xDSL technology
3G cellular tecnology (MC-CDMA)
WiFi, WiMAX and DVB-T/H
x LieLiang Yang, Multicarrier Communications, Wiley,
2009.
x K. Fazel & S. Kaiser, Multi-Carrier and Spread Spectrum
Systems: From OFDM and MC-CDMA to LTE and WiMAX,
2nd ed., Wiley, 2008.
x Ahmad R.S. Bahai, Burton R. Saltzberg, Mustafa Ergen,
Multi-Carrier Digital Communications: Theory and
Applications of OFDM, 2nd ed., Springer, 2004.
x Artikel-artikel dari jurnal ilmiah:
IEEE Trans. on Communications
IEEE Trans. on Wireless Communications
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
x
x
x
x
x
x
x
54
IEEE Trans. on Signal Processing
IEEE J. on Selected Areas in Communications
-
Kurikulum/Curriculum ITS : 2009-2014
PRASYARAT/PREREQUISITE
55
MATA KULIAH/
COURSE TITLE
TE - 092334: Sistem Komunikasi dan Jaringan
Kooperatif
TE - 092334: Cooperative Communication System
and Network
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mempelajari teknik-teknik modulasi, pengkodean dan
pengolahan sinyal untuk komunikasi dan jaringan yang
kooperatif dengan memanfaatkan relay.
To study modulation, coding and signal processing
techniques for cooperative communication and networking
using relay.
Mahasiswa mampu memahami:
x
KOMPETENSI/
COMPETENCY
x
Permasalahan dalam komunikasi dan jaringan
kooperatif, serta batasan dari sudut pandang teori
informasi
Teknik-teknik pengkodean dan modulasi untuk
komunikasi kooperatif dengan berbagai konfigurasi
Teknik-teknik akses jamak secara kooperatif pada suatu
jaringan.
The students are expected to understand:
x Problems in cooperative communications and
networking, as well as limits from
information
theoretical point of view
x Coding and modulation scheme for cooperative
communications for various configuration
x Cooperative multiple acess techniques in networking
POKOK BAHASAN/
SUBJECTS
x
x
x
x
x
x
x
Keragaman dan pengkodean ruang-waktu
Keragaman dan pengkodean ruang-waktu-frekuensi
Kanal dan protokol relay
Batas teori informasi untuk kooperasi
Komunikasi kooperatif dengan relay tunggal
Komunikasi kooperatif simpul jamak
Pengkodean
ruang-waktu
dan
ruang–frekuensi
terdistribusi
Kurikulum/Curriculum ITS : 2009-2014
x
56
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
PRASYARAT/PREREQUISITE
Pemilhan relay
Akses jamak secara kognitif dengan kooperasi
Akses jamak kooperatif yang sadar akan content
Routing kooperatif yang terdistribusi
Pengkodean sumber kanal secara kooperatif
x
x
x
x
x
x
x
x
x
x
x
x
x
Space-time diversity and coding
Space-time-frequency diversity and coding
Relay channels and protocols
Information theoretical limits of cooperation
Cooperative communications with single relay
Multi-node cooperative communications
Distributed space-time and space-frequency coding
Relay selection
Cognitive multiple access via cooperation
Content-aware cooperative multiple access
Distributed cooperative routing
Source-channel coding with cooperation
K.J. Ray Liu, Ahmed K. Sadek, Weifeng Su & Andres
Kwasinski,
Cooperative
Communications
and
Networking, Cambridge University Press, 2009.
x Artikel-artikel dari jurnal ilmiah:
IEEE Trans. on Communications
IEEE Trans. on Wireless Communications
IEEE Trans. on Information Theory
IEEE J. on Selected Areas in Communications
-
Kurikulum/Curriculum ITS : 2009-2014
PUSTAKA UTAMA/ MAIN
REFERENCES
x
x
x
x
x
57
MATA KULIAH/
COURSE TITLE
TE - 092335: Game Theory dan Jaringan Nirkabel
TE - 092335: Game Theory and Wireless Networks
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
Mempelajari prinsip-prinsip game theory dan penerapannya
pada jaringan nirkabel, yang berkaitan dengan alokasi
sumber daya yang merata dan efisien, serta peningkatan
unjuk kerja.
To study principles of game theory and its applications in
wireless networks, especially for efficiency and fairness in
resources allocation, as well as performance improvement.
Mahasiswa mampu:
The students are expected to able to:
x Understand principles of game theory, as well as
important parameters: Nash equilibrium, efisiensi Pareto
efficiency.
x Formulate problems in wireless networks within the
game theoretic framework.
x Analyze solutions for problems in wireless networks
based on key parameters and performance.
x
x
POKOK BAHASAN/
SUBJECTS
x
x
Pengantar game theory
Keberadaan dan sifat-sifat kesetimbangan Nash,
efisiensi Pareto
Permainan berulang, permainan Bayesian dan
kesetimbangan Bayesian
Aplikasi pada jaringan nirkabel: routing, alokasi kanal
secara dinamik, pengaturan daya, adaptasi linik, perilaku
negatif pada lapis MAC, kerangka kerja untuk jaringan
Kurikulum/Curriculum ITS : 2009-2014
KOMPETENSI/
COMPETENCY
x Memahami prinsip-prinsip game theory, serta
parameter-parameter
penting
terkait,
misal:
kesetimbangan Nash, efisiensi Pareto, dll.
x Memformulasikan permasalahan pada jaringan nirkabel
dalam konteks game theory.
x Menganalisa penyelesaian untuk suatu permasalahan
pada jaringan nirkabel berdasarkan pada parameterparameter sistem yang penting.
58
x
x
x
x
x
PUSTAKA UTAMA/ MAIN
REFERENCES
x
x
x
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
x
PRASYARAT/PREREQUISITE
-
Introduction to game theory: games in strategic form
and Nash equilibrium
Existence and properties of Nash equlibrium, Pareto
efficiency, correlated equilibrium, extensives form games
Repeated games, Bayesian games and Bayesian
equilibrium, Potential games, Learning in games:
fictitious play and regret minimization
Applications for wireless networks: routing, dynamic
channel allocation, power control, link adaptation,selfish
behavior in MAC layer,
general game theoretic
framework for cognitive radio networks and game
theoretic solutions for cooperation in ad hoc networks.
Secure protocols for behavior enforcement.
Allen B. MacKenzie & Luiz A. DaSilva, Game Theory for
Wireless Engineers, Morgan Claypool, 2006.
Levente Buttyan & Jean-Pierre Hubaux, Security and
Cooperation in Wireless Networks, Cambridge University
Press, 2007.
Martin J. Osborne, An Introduction to Game Theory,
Oxford University Press, 2003.
Lars Berlemann & Stefan Mangold, Cognitive Radio and
Dynamic Spectrum Access, Wiley, 2009.
Artikel-artikel dari jurnal ilmiah:
IEEE Trans. on Wireless Communications
IEEE Trans. on Communications
IEEE J. on Selected Areas in Communications
Kurikulum/Curriculum ITS : 2009-2014
radio kognitif dan penyelesaian kooperasi pada jaringan
ad hoc. Protokol yang aman untuk pengaturan perilaku
pemain di jaringan
59
Sks /Credits: 2
MK Pilihan /Addittional Optional Courses
TUJUAN PEMBELAJARAN/
LEARNING OBJECTIVES
KOMPETENSI/
COMPETENCY
POKOK BAHASAN/
SUBJECTS
Mempelajari konsep-konsep keamanan dan teknik-teknik
yang digunakan untuk pengolahan, komunikasi dan
distribusi informasi dan sinyal multimedia.
To study security concepts and techniques required to
implement security for processing, transmission, and
distribution of information and multimedia signals.
Mahasiswa mampu:
x Memahami konsep-konsep keamanan dari sudut
pandang teori informasi dan komputasi pada data dan
sinyal multimedia
x Memahami teknik-teknik kriptografi kunci rahasia dan
publik
x Memahami teknik-teknik steganografi dan watermarking
digital untuk sinyal-sinyal multimedia
x Memahami teknik-teknik biometrika untuk keamanan
x Mengimplementasikan teknik-teknik yang dibahas serta
menganalisa unjuk kerja terkait
The students are expected to:
x Understand security concepts from computation and
information theoretic points of view, for data and
multimedia signals
x Understand cryptography techniques: secret key &
public key
x Understand steganographic and digital watermarking
techniques for multimedia signals
x Understand biometric techniques for security
x How to implement discussed techniques and to analyze
its performance
x
x
x
Pengantar keamanan sistem komputer dan kriptografi
Konsep keamanan dari sudut pandang komputasi dan
teori informasi
Karakteristik sinyal-sinyal multimedia: suara, citra dan
video
Kurikulum/Curriculum ITS : 2009-2014
MATA KULIAH/
COURSE TITLE
TE – 092336: Keamanan Informasi dan Multimedia
TE – 092336: Information and Multimedia Security
60
x
x
x
x
x
x
x
x
x
x
x
x
x
x
x
PUSTAKA UTAMA/ MAIN
REFERENCES
PUSTAKA
PENUNJANG/OPTIONAL
REFERENCES
Kriptografi dengan kunci rahasia
Hash dan ringkasan pesan
Kriptografi dengan kunci publik
Distribusi dan manajemen kunci, sertifikasi sendiri
Otentikasi
Kontrol akses dan desain sistem yang aman
Kriptografi dan keamanan sistem
Teknik-teknik biometrika: sidik jari, suara, wajah, postur
& cara berjalan, dll
Teknik-teknik steganografi dan digital watermarking
Aplikasi
Computer security overview
Computational and information theoretic security
Introduction to cryptography
Secret key cryptography
Hashes and message digests
Public key cryptography
Key distribution, management, self-certification
Authentication
Access control and secure system design
Cryptography and system security
Biometric techniques: fingerprint, voice, face, gait, etc.
Steganography and digital watermarking techniques
Applications
x Charlie Kaufman, Radia Perlman and Mike Speciner,
Network Security: Private Communication in a Public
nd
World, 2 Ed., Prentice Hall, 2002.
x Ingemar Cox, Matthew Miller, Jeffrey Bloom, Jessica
Fridrich & Ton Kalker, Digital Watermarking and
nd
Steganography, 2 ed., Morgan Kaufmann, 2007.
x Borko Furht, Edin Muharemagic, Daniel Socek,
Multimedia Encryption and Watermarking, Springer,
2005.
x William Stallings, Network Security Essentials:
Applications and Standards, Prentice-Hall, 2000.
x Artikel-artikel pada jurnal ilmiah:
IEEE Trans. on Information Forensics and Security
IEEE Trans. on Multimedia
IEEE Trans. on Image Processing
Kurikulum/Curriculum ITS : 2009-2014
x
x
x
x
x
x
x
x
61
Kurikulum/Curriculum ITS : 2009-2014
PRASYARAT/PREREQUISITE
-
62