STRUKTUR KURIKULUM BIDANG KEAHLIAN TELEKOMUNIKASI MULTIMEDIA 2009-2014

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Kurikulum

STRUKTUR KURIKULUM BIDANG KEAHLIAN

TELEKOMUNIKASI MULTIMEDIA 2009-2014

No. Kode MK

Code

Nama Mata Kuliah (MK) Course Title

sks Credits SEMESTER I

1 TE.092303 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 10

SEMESTER II

1 TE.092351 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 Jaringan Komunikasi Multimedia Multimedia Communication Network

2 2 TE.092323 Pengkodean Kanal

Channel Coding

2 Mata Kuliah Pilihan

Additional optional courses

4

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SEMESTER IV

1 TE.092099 Tesis Thesis

4

Mata Kuliah Pilihan Additional optional courses

4

MATA KULIAH PILIHAN ADDITIONAL OPTIONAL COURSES

No. Kode MK

Code

Nama Mata Kuliah (MK) Course Title

sks Credits

1 TE.092343 Sistem Komunikasi dan Jaringan Optik Optical Communication System and Network

2 2 TE.092345 Jaringan Mobile dan Ad-Hoc

Mobile and Ad-Hoc Network

2 3 TE.092346 Jaringan Sensor Nirkabel

Wireless Sensor Network

2 4 TE.092347 Sistem Komunikasi Antena Jamak

Multiple Antennas Communication System

2 4 TE.092357 Software defined radio dan jaringan nirkabel kognitif

Software defined radio and cognitive wireless network

2 5 TE.092355 Teknik-teknik kompresi video

Advanced Video compression techniques

2 6 TE.092348 Rekayasa Internet dan Web

Internet and Web Engineering

2 7 TE.092349 Mobile e-learning

Mobile e-learning

2 8 TE.092331 Deteksi dan estimasi terdistribusi

Distributed detection and estimation

2 9 TE.092332 Sistem komunikasi pita lebar

Broadband communication system

2 10 TE.092333 Sistem komunikasi multicarrier

Multicarrier communication system

2 11 TE.092334 Sistem komunikasi dan jaringan kooperatif

Cooperative communication system and network

2 12 TE.092335 Game theory dan jaringan nirkabel

Game theory and wireless network

2 13 TE.092336 Keamanan informasi dan multimedia

Information and multimedia security

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SILABUS KURIKULUM/

COURSE SYLLABUS

MATA KULIAH/ COURSE TITLE

TE – 092303: Proses Acak dan Pengolahan Sinyal

TE – 092303:

Random Process & Signal Processing

Sks /Credits: 3

Semester: I

TUJUAN PEMBELAJARAN/ LEARNING OBJECTIVES

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.

KOMPETENSI/ COMPETENCY

Mahasiswa mampu memahami dan menerapkan konsep-konsep 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]

POKOK BAHASAN/ SUBJECTS

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.

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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; Sifat-sifat 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 contoh-contoh 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.

PUSTAKA UTAMA/ MAIN x Henry Stark & John W. Woods, Probability and Random

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REFERENCES Prentice Hall, 2002.

PUSTAKA

PENUNJANG/OPTIONAL REFERENCES

x Robert M. Gray & Lee D. Davisson, An Introduction to Statistical Signal Processing, Cambridge University Press, 2008.

x

Todd K. Moon & Wynn C. Stirling, Mathematical

Methods and Algorithms for Signal Processing, Prentice Hall, 2000.

x Artikel-artikel dari jurnal ilmiah: IEEE Transaction on Signal Processing

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TE – 092320: Sistem Komunikasi Digital

TE – 092320:

Digital Communication System

Sks /Credits: 3

Semester: I

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:

xx 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

xx Konsep Sistem Komunikasi: Analog & Digital. - Proses dan tujuan tiap blok elemen dalam Siskomdig.

xx Permasalahan yang timbul dalam proses transmisi sinyal digital. - Klasifikasi Sinyal : Deterministik & Acak. x Sinyal Energi dan sinyal Daya

x Korelasi dan otokorelasi. - Konsep rapat spektral Energi dan Daya. - Pengertian Bandwidth.

x Konsep Sampling, Kuantising dan coding. - PCM, PAM, PPM, Biner dan M-ary.

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dasar unsur-unsur teori informasi

xx Efisiensi dan kehandalan suatu bentuk pengkodean. Entropy dan informasi

x Entropy maksimum dan minimum. Informasi timbal balik x Gambaran statistik dari probabilitas gabungan,

probabilitas bersyarat

x Sumber informasi bermemori dan tanpa memori,

stasioner, ergodic.

x Sumber informasi markov, diagram keadaan untuk sumber Markov

x Klasifikasi sumber Markov, matriks probabilitas transisi x Penjelasan statistik kanal tanpa memori dan bermemori x Matrik kanal dan Diagram kanal. Kriteria kanal BSC x Kanal burst error, Model Gilbert. Permasalahan

pemodelan kanal

x Kondisi perlu untuk pengkodean. Teknik-teknik pengkodean sumber (kode pohon)

x Pertidaksamaan Kraft, Teori Mc Millan’s, Shannon-Fano, Lempel-Ziv

x Pemodelan Huffman coding, q-ary Huffman coding, pengkodean sumber tidak sama, run-length

x Probabilitas akumulatif. Metode dasar, metode tanpa perkalian

x Efisiensi pengkodean Aritmatik. Review kapasitas kanal, kanal uniform, kanal BSC, kanal BEC, kanal tambahan. x Konsep Penerima Optimum. - Konsep Matched-filter. -

Konsep Korelator.

x Representasi sinyal dalam bentuk vektor.

x Inner product, norm, jarak euclidian. - Prosedur Gram Schmidt dan fungsi basis.

x Dimensi ruang sinyal. - Konstelasi Sinyal

x Modulasi passband : ASK, PSK, FSK biner dan m-ary, QPSK, OQPSK, MSK.

x Demodulasi/Deteksi. - Penurunan Kinerja BER sistem.

x Parameter-parameter yang mempengaruhi bentuk

spektral sinyal hasil modulasi digital.

x Distorsi akibat kanal tidak ideal. - Filter Nyquist, sinyal bebas ISI. - Terjadinya ISI.

x Pola mata. - Disain Ekualiser MMSE dan Zero forcing.

x Communication system concepts

x Signals classification

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xx Sampling and quantization

xx Line coding, bandwidth, bit rate & symbol rate x Entropy and information, mutual information

x Memoryless source and source with memory

x Markov information source, state diagram x Channel matrix, binary symmetric channel (BSC) x Bursty error channel, Gilbert model. Channel modeling x Kraft inequality, McMillan theorem, Variable length

codes: Shannon-Fano code, Lempel-Ziv code & Huffman coding. Arithmetic coding.

x Optimum receiver concepts, Matched filter x Signal representation in vector space. Signal space

dimension and signal constellation

x Passband modulation: ASK, PSK, FSK, QPSK, MSK x Demodulation and detection. BER performance x Channel induced distortion: ISI

x Eye pattern. MMSE and zero-forcing equalizers

PUSTAKA UTAMA/ MAIN REFERENCES

x John G. Proakis & Massoud Salehi, Digital

Communications, 5th ed., McGraw-Hill, 2007.

PUSTAKA

x Bernard Sklar, Digital Communications: Fundamentals and Applications, 2nd ed., Prentice Hall, 2001.

x Artikel-artikel dari jurnal ilmiah, IEEE Trans. on Communication

IEEE J. on Selected Areas in Communications IEEE Trans. on Wireless Communications

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TE – 092300: Rekayasa Trafik dan Jaringan

TE – 092300:

Traffic & Network Engineering

Sks /Credits: 2

Semester: I

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:

xx 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

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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.

xx ITU-D,Teletraffic Engineering Handbook, 2003

xx Kesidis, G., An introduction to communication

network analysis, Wiley, 2007

x Chuah, M.C. dan Zhang, Q., Design and Performance

3G Wireless Networks and Wireless LANs, Springer, 2006.

x Medhi, D. dan Ramasamy, K. Network Routing, The Morgan Kaufmann Series, 2007

PUSTAKA

x Artikel-artikel dari jurnal ilmiah: IEEE/ACM Trans. on Networking

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TE - 092092: Pengenalan Bidang Riset

TE - 092092:

Introduction to Research Fields

Sks /Credits: 2

Semester: I

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.

x Mahasiswa mampu menerapkan sikap ilmiah sesuai

dengn kebidangan masing-masing.

x 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. x To have a capability to apply scientific mindset and

attitude in the own research filed.

x Mahasiswa memahami berbagai cluster riset bidang

teknik sistem tenaga, telekomunikasi multimedia, teknik elektronika, jaringan cerdas multimedia, dan telematika.

x Mahasiswa mampu memilih pendekatan ilmiah yang

tepat untuk menyelesaikan permasalahan melalui kegiatan riset untuk peningkatan kualitas hidup manusia dan lingkungan.

x Mampu melaksanakan dan memelihara sikap dan

kegiatan ilmiah dalam kehidupan profesi.

x To have an understanding many research clusters in the fields of power system engineering, multimedia communication, electronic engineering, intelligent multimedia network, and telematics.

x 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.

x To have a skill of actualizing and to keep scientific attitude and scientific activities in professional tasks.

POKOK BAHASAN/ x Pembekalan bidang-bidang riset

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SUBJECTS _x Review jurnal ilmiah

x Telaah kasus

x Penyusunan laporan.

x Provisioning of research fields x Journal article review x Case studies and report.

PUSTAKA UTAMA/MAIN REFERENCES

x Artikel journal terpilih.

x Selected scientific journals in power system engineering, multimedia communication, electronic engineering, intelligent multimedia network, and telematics.

PUSTAKA

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TE – 092351: Pengolahan Sinyal & Komunikasi

Multimedia

TE – 092351:

Multimedia Signal Processing &

Communication

Sks /Credits: 3 Semester: II

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

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

x Pembentukan, persepsi dan representasi video x Analisa Fourier sinyal video

x Karakteristik sistem pendengaran dan penglihatan manusia

x Pencuplikan video

x Pemodelan video

x Estimasi gerakan 2-D

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multimedia

x Dasar-dasar pengkodean video

x Pengkodean video berbasis gelombang

x Pengkodean video berbasis content x Pengkodean video scalable x Teknik-teknik pengkodean audio x Standar-standar kompresi video

xx Video formation, perception and representation x Fourier analysis of video signals

x Human hearing and visual systems

x Video sampling

x Video modeling

x 2-D Motion estimation

x Foundations of video coding

x Waveform-based video coding

x Content-based video coding x Scalable video coding x Audio coding techniques x Video compression standards

x Yao Wang, Jorn Ostermann, Ya-Qin Zhang, Video Processing and Communications, Prentice Hall, 2002.

PUSTAKA

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

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TE – 092301: Propagasi Gelombang Elektromagnetik

TE – 092301:

Electromagnetic Wave Propagation

Sks /Credits: 2

Semester: II

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.

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:

xx 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 Review persamaan Maxwell untuk medan dinamis

x Persamaan Helmholtz

x Gelombang datar serbasama

x Perambatan gelombang pada medium dielektrik

x Perambatan gelombang pada penghantar

x Mekanisme pantulan dan transmisi

x Perambatan gelombang pada saluran transmisi

x Radiasi oleh antena kecil. Parameter-parameter antena x Jenis-jenis antena. Persamaan radiasi untuk medan

jauh.

x Mekanisme propagasi ruang bebas. Daya sebagai fungsi jarak. Mekanisme pantulan. Model propagasi dua lintasan. Model propagasi N lintasan

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x Difraksi knife-edge (tabir tunggal)

x Elipsoid Fresnel zone

x Pendekatan untuk difraksi tabir jamak x Model analitis difraksi tabir jamak x Model kanal deterministik

x Metode ray-tracing

x Model kanal stokastik

x Model geometris penghambur elips dan elipsoid

x Model-model prediksi empiris

x Variasi kanal propagasi terhadap ruang dan waktu x Variasi skala besar: Lognormal shadowing

x Variasi skala kecil: Model kanal Rayleigh dan Rician

x Hamburan. Duct. Redaman hujan

x Lapisan ionosfir. Refraksi. Sintilasi

x Penggunaan model dalam desain dan evaluasi sistem komunikasi radio

x Maxwell equation for dynamic field

x Helmholtz equation

x Homogenous planewave

x Wave propagation in dielectric medium and in conductor

x Reflection and transmission mechanisms x Wave propagation in transmission line

x Radiation by small antenna. Antenna parameters, x Radiation equation for far fields

x Freespace propagation mechanism. Power as a

fucntion of distance. Reflection mechanism. Two path propagation model

x Diffraction mechanism

x Knife-edge diffraction x Ellipsoid Fresnel zone

x Analytical model of multiple diffraction x Deterministic channel model

x Ray tracing method

x Stochastic channel model

x Scattering geometrical models. x Empirical prediction models

x Propagation channel variation in space and time x Large scale variation: log normal shadowing. Small

scale radiation: Rayleigh and Rician channel model. Scattering. Ducting. Rain attenuation.

x Ionosphere layer. Reffraction. Scintillation.

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xx H. Sizun, Radio Wave Propagation for

Telecommunication Applications, Springer, 2005.

PUSTAKA

x Jean G. Van Bladel, Electromagnetic Fields, Wiley-IEEE, 2007.

x Artikel-artikel dari jurnal ilmiah:

IEEE Transaction on Antenna and Electromagnetic Propagation

IEEE Transaction on Wireless Communications

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TE – 092342: Sistem Komunikasi Nirkabel & Bergerak

TE – 092342:

Wireless & Mobile Communication System

Sks /Credits: 3

Semester: II

xx Mahasiswa memahami konsep, elemen, dan kinerja

sistem komunikasi nirkabel dan bergerak meliputi lapisan fisik, MAC, datalink, dan jaringan.

xx Students understand concept, elements and

performance of wireless and mobile communication system including physical layer, MAC, datalink and networks.

Kemampuan menjelaskan dan memahami:

xx 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.

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

xx Konsep dasar sistem komunikasi nirkabel dan bergerak, termasuk terminnologi, elemen sistem dan lapisan komunikasi, permasalahan dan optimasi sistem

xx 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,

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sistem akses acak: CSMA, ALOHA, slotted ALOHA.

xx Jaringan seluler: konsep jaringan seluler, interferensi dan kapasitas sistem

x Rekayasa sistem: antenna larik, larik adaptif, pengantar MIMO, pengkodean ruang waktu, multipleks spatial (SDMA).

x Rekayasa trafik: rekayasa trafik sistem seluler,

probabilitas blok sistem sel tunggal dan sel jamak dengan handover, trafik multimedia pada sistem nirkabel pita lebar.

x Kinerja jaring sistem komunikasi pita lebar: model dan analisis kinerja jaringan pita lebar : delay, jitter, packet loss, throughput.

x Kemajuan sistem komunikasi nirkabel dan bergerak pita lebar, optimasi lintas lapisan dan aplikasi sistem: kooperatif, jaring sensor dsb.

x Basic concepts of wireless and mobile communications including terminologies, elements of system and layer of communications, problems and optimizing system. x Propagation: wireless and mobile channel models, large

and small scale fadings, coverage estimation, diversity

x Adaptif modulation and equalization: adaptif

modulation, review on frequency selective channel model, adaptif equalization.

x Cellular networks: concepts, interference and capacity of system.

x System engineering: array antenna, adaptive array,

introduction to MIMO, time space coding, spatial multiplexing (SDMA).

x Traffic engineering: traffic in cellular system, blocking probability in single cell and in multiple cells with handover systems, multimedia traffic in broadband systems

x Performance in broadband communication networks:

model and analysis of broadband networks: delay, jitter, packet loss, throughput.

x Trend in broadband wireless and mobile

communications, cross-layer optimization and applications: cooperative system, sensor networks etc.

x Theodoere S. Rappaport, Wireless Communications:

Principles and Practice, Second Edition, Prentice Hall: Upper Saddle River, NJ, 2002.

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x Andrea Goldsmith, Wireless Communications,

Cambridge University Press, 2005.

PUSTAKA

x K. Pahlavan & Allen H. Levesque, Wireless Information Networks, John Willey & Sons Inc., 2005.

x David Tse & Pramod Viswanath, Fundamentals of

Wireless Communication, Cambridge University Press, 2005.

PRASYARAT/PREREQUISITE

TE – 092303: Proses Acak dan Pengolahan Sinyal TE – 092303: Random Process & Signal Processing

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TE – 092093 : Penulisan Ilmiah

TE – 092093 :

Scientific Writing

Sks /Credits: 2

Semester: II

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.

xx Memahami metodologi riset.

xx Memahami cara menulis ilmiah untuk proposal thesis, thesis dan makalah ilmiah.

x Understanding research methodology.

x Understanding technical writing for the proposal thesis, thesis and scientific papers.

xx Memahami metodologi riset: Identifikasi masalah, studi

literature, data plant, pemodelan system, diagram system, algoritma solusi, pengembangan metoda, simulasi dan analisis, justifikasi hasil.

xx 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.

x Understanding research methodology: Problem identification, Literature study, plant data, systems modeling, system diagram, solution algorithm, method development, simulation and analysis, result justification. x Understanding technical writing format: Title, author,

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x ITS, Buku Pedoman Akademik, ITS, 2009. xx ITS, Metodologi Penelitian, Puslit ITS, 2008.

x Imam Robandi, Becoming The Winner: Riset, Menulis

Ilmiah, Publikasi Ilmiah, dan Presentasi, Penerbit ANDI, 2008.

PUSTAKA

-

(23)

Kurikulum

TE – 092353: Jaringan Komunikasi Multimedia

TE – 092353:

Multimedia Communication Network

Sks /Credits: 2

Semester: III

Mempelajari berbagai permasalahan pada transmisi dan distribusi sinyal-sinyal multimedia pada jaringan dan teknik-teknik 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:

xx 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]

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Kurikulum

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; distortion-oriented; scheduler evaluation. Contoh-contoh eksperimental: CoDiO P2P

Teknik-teknik transmisi video digital: terrestrial, cable, satelit dan jaringan IP. Desain jaringan dan coverage.

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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.

x Philip A. Chou & Mihaela van der Schaar, eds.,

Multimedia over IP and Wireless Networks: Compression, Networking, and Systems, Elsevier, 2007.

x Lin Cai, Xuemin Shen & Jon W. Mark, Multimedia

Services in Wireless Internet, Wiley, 2009.

x Abderrahim Benslimane, ed., Multimedia Multicast on the Internet, ISTE, 2007.

PUSTAKA

x Artikel-artikel dari jurnal ilmiah: IEEE Transaction on Multimedia

IEEE J. on Selected Areas in Communications

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Kurikulum

TE – 092323: Pengkodean Kanal

TE – 092323:

Channel Coding

Sks /Credits: 2

Semester: III

Untuk mempelajari berbagai teknik pengkodean kanal pada komunikasi digital beserta karakterisasi unjuk kerja masing-masing 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:

xx Batas-batas teoritik dan kapasitas yang berkaitan dengan sistem pengkodean kanal

x Teknik-teknik pengkodean kanal modern

x Analisa unjuk kerja berbagai teknik pada bermacam-macam 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

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 sphere-packing.

Konsep-konsep dasar teknik pengkodean kanal

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Kurikulum

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 Repeat-accumulate.

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.

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Kurikulum

Matrices, Graphical Representations of Codes: Parity Check

Trellis, Systematic Trellis Construction for Block Codes, Tail-biting trellises and the square root bound.

LDPC Coding (Algorithmic Coding): Low-density parity-check 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 Soft-Information 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 Berlekamp-Massey 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.

xx Todd K. Moon, Error Correction Coding: Mathematical Methods and Algorithms, Wiley, 2005.

PUSTAKA

xx Tom Richardson & Ruediger Urbanke, Modern Coding Theory, Cambridge University Press, 2008.

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TE – 092099 :

Thesis

Sks /Credits: 4 Semester: IV

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.

PUSTAKA

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PRASYARAT/PREREQUISITE xx Pengenalan Bidang Riset

xx Introduction to Research Fields

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Kurikulum

TE – 092343: Sistem Komunikasi dan Jaringan Optik

TE – 092343:

Optical Communication System and Network

Sks /Credits: 2

MK Pilihan /Addittional Optional Courses

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 :

xx 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

The students will be capable to design optical application in communication system and networks.

xx Prinsip komunikasi optik, termasuk prinsip dasar optik, bumbung gelombang optik: elektromagnetik, sifat gelombang cahaya,

xx 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

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Kurikulum

xx Teknik pengujian dan pengukuran: teknik dan

perangkat, pengujian fisik dan mekanik, pengukuran daya optik, panjang gelombang dan pengukuran spektrum.

xx Kemajuan kkomunikasi optik: WDM, DWDM, EDFA,

photonic switching, dan aplikasi komunikasi optik

x Principle of optical communications, including the basic principle of the optical, Optical waveguides: Electromagnetics, wave nature of light.

x Introductions to optical components, optical sources and amplifiers, light detectors, coupler, connectors, distribution networks and other optical components. x Signal distributions and integrations, modulation and

multiple access, design of optical transmitters and receivers, coherent optical communications,

x Perfomance of optical communication system,

Attenuations of signals, Signal delays, signal distortions.

x Optical testing and measurements: techniques and

apparatus, physical and mechanical testing, optical power measurement, light wavelength, spectrum measurements.

x Trends in Optical Communications (WDM, DWDM, EDFA,

Photonic Switching), Applications of optical communications.

xx Gerd Keiser, Optical Fiber Communications,

McGraw-Hill, 2005.

xx Joseph C. Palais, Fiber Optic Communications, , Prentice-Hall, 2005.

PUSTAKA

xx Robert J.Hoss, Fiber Optic Communications Design

Handbook, Prentice Hall, 1990.

xx D.K. Mynbaev , S.C. Gupta and Lowell L. Scheiner, Fiber Optic Communications, PearsonEducation, 2005. x S.C.Gupta, Text Book on Optical Fibre Communication

and its Applications, PHI, 2005.

x Govind P. Agarwal, Fiber Optic Communication Systems, John Wiley, 2004.

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Kurikulum

TE – 092345: Jaringan Mobile dan Ad-Hoc

TE – 092345:

Mobile and Ad-Hoc Network

Sks /Credits: 2

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:

xx 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

protokol-protokol terkait x Simulasi jaringan ad hoc

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

xx Penyegaran system komunikasi data nirkabel xx Medium access control: pemodelan trafik, pemodelan

tunda, model antrian, multiple access, demand assigned MA, CSMA, MAC pada jaringan ad hoc

x Akses nirkabel ad hoc: jaringan Bluetooth, pencarian simpul, algoritma pembentukan Bluetooth, mode mesh pada WiMAX/802.16

x Pemrograman jaringan nirkabel: struktur informasi, socket, parameter dan control, frame terima dan frame kirim

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Kurikulum

xx Simulasi jaringan: ns2

xx Kesadaran tentang lokasi: kedekatan geografik,

pembentukan spanner, diseminasi informasi, penentuan lokasi geografik, graf lingkaran satu acak, cakupan dan konektivitas

x Keamanan jaringan ad hoc: teknik-teknik otentifikasi, serangan lapis fisik, protokol aplikasi keamanan, kemanan routing, keamanan broadcast, verifikasi lokasi yang aman

x Review of wireless data communication

x Medium access control: traffic modeling, delay model, queueing models, multiple access, demand assigned MA, CSMA, MAC in adhoc network

x Ad hoc wireless access: Bluetooth networks, node

discovery, Bluetooth formation algorithms, mesh mode of WiMAX/802.16

x Wireless network programming: structure of

information, socket, parameters and control, receiving frames, sending frames

x Ad hoc network protocols: normal IP routing, reactive approach, proactive approach, hybrid approach, clustering, QoS, sensor network protocols

x Network simulation: ns2

x Location awareness: geographic proximity, constructing spanner, information dissemination, geographic location determination, random unit disc graphs, coverage and connectivity

x Ad hoc network security: authentication techniques,

physical layer attacks, security application protocols, routing security, broadcast security, secure location verification

xx Michel Barbeau & Evangelos Kranakis, Principles of Ad Hoc Networking, Wiley, 2007.

PUSTAKA

xx Ian F. Akyildiz and Xudong Wang, Wireless Mesh

Networks, Wiley, 2009. xx Artikel-artikel dari jurnal ilmiah:

IEEE Transaction on Communications IEEE Transaction on Wireless Communication

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Kurikulum

TE – 092346: Jaringan Sensor Nirkabel

TE – 092346:

Wireless Sensor Network

Sks /Credits: 2

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:

xx 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)

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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.

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.

PUSTAKA

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.

(37)

Kurikulum

TE – 092347: Sistem Komunikasi Antena Jamak

TE – 092347:

Multiple Antennas Communication System

Sks /Credits: 2

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.

xx 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

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

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

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Kurikulum

x Algoritma ESPRIT

x Algoritma SAGE

x Kapasitas sistem komunikasi dengan antena jamak

x Model sistem komunikasi MIMO

x Kapasitas sistem komunikasi MIMO x Kanal keyhole

x Kapasitas rata-rata dan outage x Multipleks spasial

x Struktur BLAST

x BLAST pada kanal frekuensi selektif

x Transmit diversity dan pengkodean ruang-waktu

x STBC Alamouti

x STBC ortogonal orde tinggi

x STTC

x MIMO dengan antena terdisitribusi x Pengantar sistem komunikasi kooperatif

xx Review: EM wave propagation by antenna

x Antenna parameters

x Array antenna with two isotropical elements x Pattern synthesis with array factor

x Linear array antenna with N isotropical elements x Array antenna with amplitude distribution x Rectangular array antenna

x Steering vector

x LCMV algorithm

x Intelligent antenna

x Signal direction of arrival (DOA) detection

x MUSIC algorithm

x ESPRIT algorithm

x SAGE algorithm

x Communication system capacity with multiple antenna

x MIMO communication system model

x MIMO communication system capacity

x Keyhole channel

x Average capacity and outage x Spatial multiplexing

x BLAST structure

x BLAST in frequency selective channel x Transmit diversity and space-time coding

x STBC Alamouti

x Higher order orthogonal STBC

x STTC

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xx Introduction to cooperative communication system

xx Ezio Biglieri, Robert Claderbank, Anthony Constatinides, Andrea Goldsmith, Arogyaswami Paulraj, H. Vincent Poor, MIMO Wireless Communications, Cambridge University Press, 2007.

PUSTAKA

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

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Kurikulum

TE - 092357: Software defined radio dan jaringan

nirkabel kognitif

TE - 092357:

Software defined radio and cognitive

wireless network

Sks /Credits: 2

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.

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.

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

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x Cognitive networks

x Cognitive radio architecture

x Software defined radio architectures for cognitive radios x Codes and games for dynamic spectrum access

x Efficiency & coexistence strategies for cognitive radio x Spectrum sensing for cognitive radio applications

x Location information management system

x Applications of cognitive radio

x Joseph Mitola III, Cognitive Radio Architecture: The Engineering Foundations of Radio XML, Wiley, 2006.

PUSTAKA

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.

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Kurikulum

TE - 092355: Teknik-teknik Kompresi Video

TE - 092355:

Video Compression Techniques

Sks /Credits: 2

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: waveform-

and content-based.

x Be able to simulate the implementation of discussed

techniques and analyze its performance.

xx Penyegaran: teori informasi

xx 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 Review: information theory

x Video characteristics: redundancy & psychovisual

aspects

x Video coding principles x Motion detection & estimation

x H264/AVC

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xx Distributed video coding

xx Transform-based multiview video coding

x Ahmet Kondoz, Visual Media Coding and Transmission, Wiley, 2009.

PUSTAKA

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