Passband Data Transmission II References Frequency-shift keying Chapter 6.5, S. Haykin, Communication Systems, Wiley. H.1

Size: px
Start display at page:

Download "Passband Data Transmission II References Frequency-shift keying Chapter 6.5, S. Haykin, Communication Systems, Wiley. H.1"

Transcription

1 Passand Daa ransmission II Reerences Frequency-shi keying Chaper 6.5, S. Haykin, Communicaion Sysems, Wiley. H.

2 Inroducion Inroducion PSK and QAM are linear modulaion FSK is a nonlinear modulaion Similar o oher passand daa ransmission sysem, he uncion model o FSK is m i Signal ransmission encoder s s i x x Signal i Modulaor Channel Deecor ransmission decoder mˆ Carrier signal H.

3 FSK Binary FSK Symols and are disinguished rom each oher y ransmiing one o wo sinusoidal wave ha dier in requency. E cos i si elsewhere where i n + i or some ixed ineger and i, Noe: he wo sinusoidal waves mus e orhogonal H.3

4 FSK Example: I µ s, n 9 hen MHz and MHz. For sending a symol, he sinusoidal wave wih complees en cycles. I is a coninuous-phase signal as phase coninuiy is always mainained, including he iner-i swiching imes. Called coninuous-phase requency-shi keying CPFSK H.4

5 FSK he ransmied signal can e wrien as s Eφ and s Eφ where φi cos i < H.5

6 FSK hereore, he consellaion o inary FSK is E φ Decision oundary E E φ Consellaion o inary PSK Decision oundary E E H.6 φ

7 Generaion he inary daa sequence is irs applied o an on-o level encoder, a he oupu o which symol is represened y a consan ampliude o E and symol is represened y zero vols. X φ On-o level encoder + Inverer X φ H.7

8 Deecion he deecor consiss o wo correlaors wih a common inpu, which are supplied wih locally generaed coheren signals. he correlaor oupus are hen suraced. x X x φ + - y Decision device i i y > y < X x φ H.8

9 Deecion As he decision oundary is φ φ, choose i y > choose i y < H.9

10 Error Proailiy he received signal is y x x x φ d x φ d he mean o y is y E E Symol was sen Symol was sen H.

11 he variance o y is σ var x + var x N o No + N o Error Proailiy H.

12 H. Error Proailiy hereore, i symol was sen, + o o N E y N y y y exp exp σ σ and he error proailiy is exp symol was sen dy N E y N y P p o o + >

13 Le p z y +, N erc E As p p, E o / N exp E / N Pe erc o Error Proailiy [ z ] o E / N o dz he error proailiy o inary PSK is E p e erc. N o i.e., we have o doule he i energy-o-noise densiy raio, E / N o, o mainain he same i error rae as in a inary PSK sysem. H.3

14 H.4 Power Specra he general orm o inary FSK is elsewhere cos i i E s / sin sin / cos cos / sin sin / cos cos or symol or symol;- / cos c c c c c E E E E E s ± ± ± + ± Consider / and heir arihmeic mean equals o c

15 Power Specra E E s cos ccos / ± sin csin / he in-phase componen is independen o he inpu inary wave. he power specral densiy o his componen consiss o wo dela uncions. one dela uncion i aseand specrum is considered he quadraure componen is relaed o he inpu inary wave. he power specral densiy is 8E cos 4 H.5

16 Power Specra E E s cos ccos / ± sin csin / he average powers o he dela uncion adding up o one-hal he oal power o he inary FSK signal. he presence o hese wo discree requency componens provides a means o synchronizing he receiver wih he ransmier. H.6

17 H.7

18 Minimum-shi keying In addiion o he requency inormaion used in inary FSK, MSK use he phase inormaion. I improves he proailiy o error a he expense o increased receiver complexiy s E E cos cos + θ + θ or symol or symol θ is he value o he phase a ime θ sum up he pas hisory o he modulaion process up o ime H.8

19 M-ary Quadraure Ampliude Modulaion QAM Inroducion PSK is usually limied o BPSK, QPSK and 8-PSK. For urher reducing he ransmission andwidh, QAM is used. Example: Consider a voice signal wih 3kHz andwidh, I analog ampliude modulaion AM is used, he ransmission andwidh is x3khz 6kHz I analog single sideand modulaion SSB is used, he ransmission andwidh is 3kHz. H.9

20 M-ary Quadraure Ampliude Modulaion QAM Inroducion I digial mehod is used, he minimum sampling rae is x3khz 6kHz. I here are 56 levels or encoding, he daa rae is 48kps ransmission andwidh or BPSK is 4kHz ransmission andwidh or 64-QAM is 4kHz H.

21 Generaion I Q 4-PAM 4-PAM 6-QAM Modulaor I Q 3-PAM 3-PAM 4-QAM Modulaor H.

22 H. M-ary Quadraure Ampliude Modulaion QAM he M-ary QAM signal is deined y [ ] ± ±,...., sin cos s s k E a E s c k c k k φ φ where c c sin cos φ φ [ ] [ ] o k o k k k E E a s s

23 M-ary Quadraure Ampliude Modulaion QAM I here are M symols and L M, he M-ary square consellaion can always e viewed as he Caresian produc a one-dimensional L-ary PAM consellaion wih isel. hereore, we have { a } i i L +, L L +, L 3 M L +, L + L + 3, L L L + 3, L 3 M + 3, L + L L L L L, L L, L 3 M L, L + H.3

24 H.4 M-ary Quadraure Ampliude Modulaion QAM { } , 3, 3, 3 3, 3,,, 3, 3,,, 3, 3,3,3,3 3,3, 3,, 3, 3 3, 3,, 3,, L L L L L L L L L L L L L L L L L L a i i L M L M M L L Example: Consider a 6-QAM, L4

25 M-ary Quadraure Ampliude Modulaion QAM he signal consellaion is φ Eo 3 E φ o H.5

26 M-ary Quadraure Ampliude Modulaion QAM he encoding o he message is as ollows: wo o he our is, namely, he le-mos wo is, speciy he quadran in he consellaion plane in which a message poin lies. hus, saring rom he irs quadran and proceeding counerclockwise, he our quadran are represened y,,, and. he remaining wo is are used o represen one o he our possile lying wihin each quadran o he plane. H.6

27 M-ary Quadraure Ampliude Modulaion QAM φ Eo 3 E φ o H.7

28 Error Proailiy he proailiy o correc deecion or M-ary QAM is Pc Pe ' where P e ' is he proailiy o symol error or he corresponding L-ary PAM. he proailiy o symol error or M-ary QAM is P P e P ' P ' e c e M erc E N o o H.8

29 Error Proailiy As he ransmied energy in M-ary QAM depends on he paricular symol ransmied, he proailiy o symol error is expressed in erms o he average value o he ransmied energy. Assuming ha he L ampliude level levels o he in-phase or quadraure componen are equally likely, we have M Eo Eav 3 hereore, P e M erc M 3E av N o H.9

30 Noncoheren sysems Inroducion For coheren sysems, he receiver is perecly synchronized o he ransmier, and he only channel impairmen is noise. In cerain siuaions, he receiver canno ollow he change o he received signal phase. Noncoheren deecion is used. H.3

31 Noncoheren inary FSK he ransmied signal is E si cos i For he nonchoheren deecion o his requencymodulaed wave, he receiver consiss o a pair o mached ilers ollowed y envelope deecor. H.3

32 x Filer mached o cos Noncoheren inary FSK Envelope deecor Sample a l Comparison device i i l l < > l l Filer mached o cos Envelope deecor Sample a l H.3

33 H.33 Noncoheren inary FSK [ ] [ ] [ ] [ ] [ ] τ τ τ τ τ τ τ τ τ d x d x d x y + sin sin cos cos cos For example, i he received signal is cos θ + x he upper mached iler oupu is

34 H.34 Noncoheren inary FSK he envelope, evaluaed a o he mached iler is [ ] [ ] [ ] / cos cos cos + + τ τ τ τ τ τ τ τ τ d x d x d x y

35 Noncoheren inary FSK For example, H.35

36 Error proailiy he i error rae or noncoheren inary FSK is E Pe exp N o H.36

37 Dierenial Phase-shi keying Inroducion he noncoheren version o PSK dierenial encoding o he inpu inary wave o send symol, advance he phase o he curren signal waveorm y 8. o send symol, he phase o he curren signal waveorm is unchanged. Provided ha he unknown phase θ conained in he received wave varies slowly, he phase dieren eween waveorms received in wo successive i inervals will e independen o θ H.37

38 H.38 Dierenial Phase-shi keying Suppose he ransmied DPSK signal equals o c E cos, he ransmied signal or is c c E E s cos cos i symol was sen

39 H.39 Dierenial Phase-shi keying + c c E E s cos cos i symol was sen

40 Generaion he dierenial encoding process sars wih an arirary irs i, serving as reerence. { } k Logic nework Delay { } d k { } d k Ampliude level shier Produc modulaor cos c DPSK signal I he incoming inary symol k is, leave he symol d k unchanged wih respec o he previous i. H.4

41 Generaion I he incoming inary symol k is, change he symol d k wih respec o he previous i. Example, { k } { k } d { d k } k k dk d Oupu phase H.4

42 Deecion x X cos c sin c X Delay Delay X X + y Decision device i i y > y < Suppose he carrier phase is unknown and he iniial phase is, he received signal is x Acos + θ c H.4

43 Deecion he oupu o he In-phase correlaor is A Acos c + θ cos c d cosθ A' cosθ and he oupu o he Quadraure-phase correlaor is A Acos c + θ sin c d sinθ A' sinθ. I he iniial phase is 8, he oupus are A'sinθ. A'cosθ and H.43

44 Deecion hereore, he wo received signal poins are A 'cosθ, A'sinθ and A'cosθ, A'sinθ φ φ H.44

45 Deecion he receiver measures he coordinaes x, x a ime and x, x a ime. I Q I Q hereore, x x + x I I Q x Q > i symol was sen x I x I + x Q x Q < i symol was sen H.45

46 Deecion Error proailiy he i error rae or DPSK is E Pe exp N H.46

47 Comparison o Digial Modulaion Schemes Proailiy o Error Signaling Scheme Bi Error Rae Coheren BPSK Coheren QPSK erc E / Coheren MSK N o Coheren FSK DPSK Noncoheren inary FSK erc exp exp E / N o E / N o E / N o H.47

48 Comparison o Digial Modulaion Schemes he i error rae or all he sysems decrease monoonically wih increasing value o E / N o H.48

49 Comparison o Digial Modulaion Schemes Bandwidh Eiciency Example: M-ary PSK or proailiy o symol error. M Bandwidh M ary Bandwidh Binary Average Power M ary Average Power Binary db db db db H.49

50 Example: Modems voiceand modem~3.3khz andwidh modem modulaor-demodulaor is a conversion device ha aciliaes he ransmission and recepion o daa over pulic swiched elephone nework PSN V. modem sandard modulaion scheme: QPSK i rae: 3ps symol rae: 3 auds H.5

51 Example: Modems V.3 modem sandard modulaion scheme: 6-QAM i rae: 96 ps symol rae: 4 auds V.34 modem sandard modulaion scheme: 4-QAM i rae: 88 ps symol rae: 349 auds H.5

52 Example: Modems V.3 modem sandard modulaion scheme: 6-QAM i rae: 96 ps symol rae: 4 auds V.34 modem sandard modulaion scheme: 4-QAM i rae: 88 ps symol rae: 349 auds H.5

Passband Data Transmission I References Phase-shift keying Chapter , S. Haykin, Communication Systems, Wiley. G.1

Passband Data Transmission I References Phase-shift keying Chapter , S. Haykin, Communication Systems, Wiley. G.1 Passand Daa ransmission I References Phase-shif keying Chaper 4.-4.3, S. Haykin, Communicaion Sysems, Wiley. G. Inroducion Inroducion In aseand pulse ransmission, a daa sream represened in he form of a

More information

UNIT IV DIGITAL MODULATION SCHEME

UNIT IV DIGITAL MODULATION SCHEME UNI IV DIGIAL MODULAION SCHEME Geomeric Represenaion of Signals Ojecive: o represen any se of M energy signals {s i (} as linear cominaions of N orhogonal asis funcions, where N M Real value energy signals

More information

Principles of Communications

Principles of Communications Sae Key Lab. on ISN, Xidian Universiy Principles of Communicaions Chaper VI: Elemenary Digial Modulaion Sysem Email: ychwang@mail.xidian.edu.cn Xidian Universiy Sae Key Lab. on ISN December 13, 2013 Sae

More information

COMM702: Modulation II

COMM702: Modulation II COMM70: Modulaion II Leure 4 - Coheren and non-oheren inary pass-and daa ransmission Binary Digial Modulaion Sinusoidal Carrier Digial Message ASK FSK PSK Parameers o Digial Pass-and ransmission Proailiy

More information

Wrap Up. Fourier Transform Sampling, Modulation, Filtering Noise and the Digital Abstraction Binary signaling model and Shannon Capacity

Wrap Up. Fourier Transform Sampling, Modulation, Filtering Noise and the Digital Abstraction Binary signaling model and Shannon Capacity Wrap Up Fourier ransorm Sampling, Modulaion, Filering Noise and he Digial Absracion Binary signaling model and Shannon Capaciy Copyrigh 27 by M.H. Perro All righs reserved. M.H. Perro 27 Wrap Up, Slide

More information

ECE ANALOG COMMUNICATIONS - INVESTIGATION 7 INTRODUCTION TO AMPLITUDE MODULATION - PART II

ECE ANALOG COMMUNICATIONS - INVESTIGATION 7 INTRODUCTION TO AMPLITUDE MODULATION - PART II ECE 405 - ANALOG COMMUNICATIONS - INVESTIGATION 7 INTRODUCTION TO AMPLITUDE MODULATION - PART II FALL 2005 A.P. FELZER To do "well" on his invesigaion you mus no only ge he righ answers bu mus also do

More information

Communications II Lecture 7: Performance of digital modulation

Communications II Lecture 7: Performance of digital modulation Communicaions II Lecure 7: Performance of digial modulaion Professor Kin K. Leung EEE and Compuing Deparmens Imperial College London Copyrigh reserved Ouline Digial modulaion and demodulaion Error probabiliy

More information

Analog/Digital Communications Primer

Analog/Digital Communications Primer for Amaeur Radio Virginia Polyechnic Insiue & Sae Universiy March 19, 2013 # include //... in main() { floa kf = 0.1f; // modulaion facor liquid_freqdem_ype ype = LIQUID_FREQDEM_DELAYCONJ;

More information

Chapter 14: Bandpass Digital Transmission. A. Bruce Carlson Paul B. Crilly 2010 The McGraw-Hill Companies

Chapter 14: Bandpass Digital Transmission. A. Bruce Carlson Paul B. Crilly 2010 The McGraw-Hill Companies Communicaion Sysems, 5e Chaper 4: Bandpass Digial Transmission A. Bruce Carlson Paul B. Crilly The McGraw-Hill Companies Chaper 4: Bandpass Digial Transmission Digial CW modulaion Coheren binary sysems

More information

Communications II Lecture 5: Effects of Noise on FM. Professor Kin K. Leung EEE and Computing Departments Imperial College London Copyright reserved

Communications II Lecture 5: Effects of Noise on FM. Professor Kin K. Leung EEE and Computing Departments Imperial College London Copyright reserved Communicaions II Lecure 5: Eecs o Noise on FM Proessor Kin K. Leung EEE and Compuing Deparmens Imperial College London Copyrigh reserved Ouline Recap o FM FM sysem model in noise Derivaion o oupu SNR Pre/de-emphasis

More information

Test 1 Review. Test 1 Review. Communication Systems: Foundational Theories. Communication System. Reference: Sections and

Test 1 Review. Test 1 Review. Communication Systems: Foundational Theories. Communication System. Reference: Sections and Tes 1 Review Tes 1 Review Proessor Deepa Kundur Universiy o Torono Reerence: Secions 2.2-2.7 and 3.1-3.6 o S. Haykin and M. Moher, Inroducion o Analog & Digial Communicaions, 2nd ed., John iley & Sons,

More information

6.976 High Speed Communication Circuits and Systems Lecture 19 Basics of Wireless Communication

6.976 High Speed Communication Circuits and Systems Lecture 19 Basics of Wireless Communication 6.976 High Speed Communicaion Circuis and Sysems Lecure 9 Basics o Wireless Communicaion Michael Perro Massachuses Insiue o Technology Copyrigh 23 by Michael H. Perro Ampliude Modulaion (Transmier) Transmier

More information

Chapter 2 Summary: Continuous-Wave Modulation. Belkacem Derras

Chapter 2 Summary: Continuous-Wave Modulation. Belkacem Derras ECEN 44 Communicaion Theory Chaper Summary: Coninuous-Wave Modulaion.1 Modulaion Modulaion is a process in which a parameer of a carrier waveform is varied in accordance wih a given message (baseband)

More information

Chapter 2: Fourier Representation of Signals and Systems

Chapter 2: Fourier Representation of Signals and Systems Tes 1 Review Tes 1 Review Proessor Deepa Kundur Universiy o Torono Reerence: Secions: 2.1, 2.2, 2.3, 2.4, 2.5, 2.6, 2.7 3.1, 3.2, 3.3, 3.4, 3.5, 3.6 o S. Haykin and M. Moher, Inroducion o Analog & Digial

More information

Signals and communications fundamentals

Signals and communications fundamentals Signals and communicaions undamenals Luca Reggiani luca.reggiani@polimi.i hp://home.dei.polimi.i/reggiani/ Diparimeno di Eleronica, Inormazione e Bioingegneria Poliecnico di Milano Signals and communicaions

More information

Mobile Communications Chapter 2: Wireless Transmission

Mobile Communications Chapter 2: Wireless Transmission This book ocuses on higher layer aspecs o mobile communicaions, he compuer science elemens raher han on he radio and ransmission aspecs, he elecrical engineering par. This chaper inroduces only hose undamenal

More information

Modulation exercises. Chapter 3

Modulation exercises. Chapter 3 Chaper 3 Modulaion exercises Each problem is annoaed wih he leer E, T, C which sands for exercise, requires some hough, requires some concepualizaion. Problems labeled E are usually mechanical, hose labeled

More information

Chapter 2 Introduction: From Phase-Locked Loop to Costas Loop

Chapter 2 Introduction: From Phase-Locked Loop to Costas Loop Chaper 2 Inroducion: From Phase-Locked Loop o Cosas Loop The Cosas loop can be considered an exended version of he phase-locked loop (PLL). The PLL has been invened in 932 by French engineer Henri de Belleszice

More information

ECS455: Chapter 4 Multiple Access

ECS455: Chapter 4 Multiple Access Spread specrum (SS) ECS455: Chaper 4 Muliple Access Dr.Prapun Suksompong prapun.com/ecs455 4.3 DS/SS Oice Hours: BKD, 6h loor o Sirindhralai building Tuesday 4:20-5:20 Wednesday 4:20-5:20 Friday 9:5-0:5

More information

f t 2cos 2 Modulator Figure 21: DSB-SC modulation.

f t 2cos 2 Modulator Figure 21: DSB-SC modulation. 4.5 Ampliude modulaion: AM 4.55. DSB-SC ampliude modulaion (which is summarized in Figure 21) is easy o undersand and analyze in boh ime and frequency domains. However, analyical simpliciy is no always

More information

Angle Modulation (Phase & Frequency Modulation) EE442 Lecture 8. Spring 2017

Angle Modulation (Phase & Frequency Modulation) EE442 Lecture 8. Spring 2017 Angle Modulaion (Phase & Frequency Modulaion) EE442 Lecure 8 Spring 2017 1 Ampliude, Frequency and Phase Modulaion Wih ew excepions, Phase Modulaion (PM) is used primarily in digial communicaion 2 Why

More information

TELE4652 Mobile and Satellite Communications

TELE4652 Mobile and Satellite Communications TELE465 Mobile and Saellie Communicaions Assignmen (Due: 4pm, Monday 7 h Ocober) To be submied o he lecurer before he beginning of he final lecure o be held a his ime.. This quesion considers Minimum Shif

More information

Principles of Communications Lecture 4: Analog Modulation Techniques (2) Chih-Wei Liu 劉志尉 National Chiao Tung University

Principles of Communications Lecture 4: Analog Modulation Techniques (2) Chih-Wei Liu 劉志尉 National Chiao Tung University Principles o Communicaions Lecure 4: Analog Modulaion Techniques Chih-Wei Liu 劉志尉 Naional Chiao Tung Universiy cwliu@wins.ee.ncu.edu.w Oulines Linear Modulaion Angle Modulaion Inererence Feedback Demodulaors

More information

Communication Systems. Communication Systems

Communication Systems. Communication Systems Communicaion Sysems Analog communicaion Transmi and receive analog waveforms Ampliude Modulaion (AM Phase Modulaion (PM Freq. Modulaion (FM Quadraure Ampliude Modulaion (QAM Pulse Ampliude Modulaion (PAM

More information

Example Message bandwidth and the transmitted signal bandwidth

Example Message bandwidth and the transmitted signal bandwidth 4.6 Bandwidh-Eiien Modulaions 4.74. We are now going o deine a quaniy alled he bandwidh o a signal. Unorunaely, in praie, here isn jus one deiniion o bandwidh. Deiniion 4.75. The bandwidh (BW) o a signal

More information

When answering the following 25 questions, always remember that there is someone who has to grade them. So please use legible handwriting.

When answering the following 25 questions, always remember that there is someone who has to grade them. So please use legible handwriting. 38963, VU Mobile Kommunikaion Miderm Exam: Insiu für Nachrichenechnik und Hochfrequenzechnik When answering he following 5 quesions, always remember ha here is someone who has o grade hem So please use

More information

Digital Communications: An Overview of Fundamentals

Digital Communications: An Overview of Fundamentals IMPERIAL COLLEGE LONDON DEPARTMENT of ELECTRICAL and ELECTRONIC ENGINEERING. COMPACT LECTURE NOTES on COMMUNICATION THEORY. Prof. Ahanassios Manikas, version Auumn 2008 Digial Communicaions: An Overview

More information

Introduction to OFDM

Introduction to OFDM E225C Lecure 16 OFDM Inroducion EE225C Inroducion o OFDM asic idea» Using a large number o parallel narrow-band subcarriers insead o a single wide-band carrier o ranspor inormaion Advanages» Very easy

More information

Introduction: Analog Communication: Goal: Transmit a message from one location to another.

Introduction: Analog Communication: Goal: Transmit a message from one location to another. ECE-5 Phil Schnier January 6, 8 Inroducion: Goal: Transmi a rom one locaion o anoher When is coninuous waveorm analog comm (eg, FM radio), sequence o numbers digial comm (eg, mp ile), hough he sequence

More information

Communication Systems. Department of Electronics and Electrical Engineering

Communication Systems. Department of Electronics and Electrical Engineering COMM 704: Communicaion Lecure : Analog Mulipliers Dr Mohamed Abd El Ghany Dr. Mohamed Abd El Ghany, Mohamed.abdel-ghany@guc.edu.eg nroducion Nonlinear operaions on coninuous-valued analog signals are ofen

More information

Lecture 4. EITN Chapter 12, 13 Modulation and diversity. Antenna noise is usually given as a noise temperature!

Lecture 4. EITN Chapter 12, 13 Modulation and diversity. Antenna noise is usually given as a noise temperature! Lecure 4 EITN75 2018 Chaper 12, 13 Modulaion and diversiy Receiver noise: repeiion Anenna noise is usually given as a noise emperaure! Noise facors or noise figures of differen sysem componens are deermined

More information

Digital Encoding And Decoding

Digital Encoding And Decoding Digial Encoding And Decoding Dr. George W Benhien Augus 13, 2007 Revised March 30, 2010 E-mail: george@gbenhien.ne 1 Inroducion Many elecronic communicaion devices oday process and ransfer informaion digially.

More information

Digital Communications - Overview

Digital Communications - Overview EE573 : Advanced Digial Communicaions Digial Communicaions - Overview Lecurer: Assoc. Prof. Dr Noor M Khan Deparmen of Elecronic Engineering, Muhammad Ali Jinnah Universiy, Islamabad Campus, Islamabad,

More information

L A-B-C dei Segnali Spread-Spectrum

L A-B-C dei Segnali Spread-Spectrum L A-B-C dei Segnali Spread-Specrum Marco Luise Universiy of Pisa, Ialy Diparimeno Ingegneria dell Informazione hp://www.ie.unipi.i/m.luise PAM Signal +A -A s() a 0 a 1 a 2 a 3 a 4 {a k }=+1 Binary Symbols

More information

Lecture 11. Digital Transmission Fundamentals

Lecture 11. Digital Transmission Fundamentals CS4/MSc Compuer Neworking Lecure 11 Digial Transmission Fundamenals Compuer Neworking, Copyrigh Universiy of Edinburgh 2005 Digial Transmission Fundamenals Neworks consruced ou of Links or ransmission

More information

CHAPTER CONTENTS. Notes. 9.0 Line Coding. 9.1 Binary Line Codes

CHAPTER CONTENTS. Notes. 9.0 Line Coding. 9.1 Binary Line Codes Noes CHAPTER CONTENTS 9. Line Coding 9. inary Line Codes 9. ipolar and iphase Line Codes 9.. AMI 9... inary N Zero Subsiuion 9..3 lock Line Codes 9.3 M-ary Correlaion Codes 9.3. Q 9.3. Correlaion Coding

More information

EECS 380: Wireless Communications Weeks 5-6

EECS 380: Wireless Communications Weeks 5-6 EECS 380: Wireless Communicaions Weeks 5-6 Michael L. Honig Norhwesern Universiy April 2018 1 Why Digial Communicaions? 1G (analog) à 2G (digial) à 3G (digial) Digiized voice requires abou 64 kbps, herefore

More information

2. Wireless Transmission. Frequencies for Communication (1)

2. Wireless Transmission. Frequencies for Communication (1) 2. Wireless Transmission Frequencies and Signals Muliplexing Modulaion and Spread Specrum 2005 Burkhard Siller and Jochen Schiller FU Berlin M2 2 Frequencies or Communicaion (1) wised pair coax cable opical

More information

Negative frequency communication

Negative frequency communication Negaive frequency communicaion Fanping DU Email: dufanping@homail.com Qing Huo Liu arxiv:2.43v5 [cs.it] 26 Sep 2 Deparmen of Elecrical and Compuer Engineering Duke Universiy Email: Qing.Liu@duke.edu Absrac

More information

Chapter 4: Angle Modulation

Chapter 4: Angle Modulation Tes 2 Review Tes 2 Review Professor Deepa Kundur Universiy of Torono Reference: Secions: 4.1, 4.2, 4.3, 4.4, 4.6, 4.7, 4.8 of 5.1, 5.2, 5.3, 5.4, 5.5 6.1, 6.2, 6.3, 6.4, 6.5, 6.6 S. Haykin and M. Moher,

More information

Chapter 4: Angle Modulation

Chapter 4: Angle Modulation Tes 2 Review Tes 2 Review Professor Deepa Kundur Universiy of Torono Reference: Secions: 4.1, 4.2, 4.3, 4.4, 4.6, 4.7, 4.8 of 5.1, 5.2, 5.3, 5.4, 5.5 6.1, 6.2, 6.3, 6.4, 6.5, 6.6 S. Haykin and M. Moher,

More information

Problem Sheet: Communication Channels Communication Systems

Problem Sheet: Communication Channels Communication Systems Problem Shee: Communicaion Channels Communicaion Sysems Professor A. Manikas Chair of Communicaions and Array Processing Deparmen of Elecrical & Elecronic Engineering Imperial College London v.11 Communicaion

More information

ECMA st Edition / June Near Field Communication Wired Interface (NFC-WI)

ECMA st Edition / June Near Field Communication Wired Interface (NFC-WI) ECMA-373 1 s Ediion / June 2006 Near Field Communicaion Wired Inerface (NFC-WI) Sandard ECMA-373 1 s Ediion / June 2006 Near Field Communicaion Wired Inerface (NFC-WI) Ecma Inernaional Rue du Rhône 114

More information

ICT 5305 Mobile Communications

ICT 5305 Mobile Communications ICT 5305 Mobile Communicaions Lecure - 2 April 2016 Dr. Hossen Asiful Musafa 2.1 Frequencies for communicaion VLF = Very Low Frequency LF = Low Frequency MF = Medium Frequency HF = High Frequency VHF =

More information

The design of an improved matched filter in DSSS-GMSK system

The design of an improved matched filter in DSSS-GMSK system Journal of Physics: Conference Series PAPER OPEN ACCESS The design of an improved mached filer in DSSS-GMSK sysem To cie his aricle: Mao Wei-ong e al 16 J. Phys.: Conf. Ser. 679 1 View he aricle online

More information

Digital Communication

Digital Communication Digital Communication (ECE4058) Electronics and Communication Engineering Hanyang University Haewoon Nam Lecture 1 1 Digital Band Pass Modulation echnique Digital and-pass modulation techniques Amplitude-shift

More information

Multipath. Introduction. Theory. Multipath 7.1

Multipath. Introduction. Theory. Multipath 7.1 Mulipa 7. Mulipa Inroducion Tere are wo caracerisics o radio cannels a presen serious diiculies or elecommunicaion sysems. One is e remendous dynamic range a mus be accommodaed due o e large cange in pa

More information

Examination Mobile & Wireless Networking ( ) April 12,

Examination Mobile & Wireless Networking ( ) April 12, Page 1 of 5 Examinaion Mobile & Wireless Neworking (192620010) April 12, 2017 13.45 16.45 Noes: Only he overhead shees used in he course, 2 double-sided shees of noes (any fon size/densiy!), and a dicionary

More information

The Comparisonal Analysis of the Concept of Rectangular and Hexagonal Pilot in OFDM

The Comparisonal Analysis of the Concept of Rectangular and Hexagonal Pilot in OFDM Communicaions and ework, 2009, 01-05 doi:10.4236/cn.2009.11001 Published Online Augus 2009 (hp://www.scirp.org/journal/cn) The Comparisonal Analysis o he Concep o Recangular and Hexagonal Pilo in OFDM

More information

Optical Short Pulse Generation and Measurement Based on Fiber Polarization Effects

Optical Short Pulse Generation and Measurement Based on Fiber Polarization Effects Opical Shor Pulse Generaion and Measuremen Based on Fiber Polarizaion Effecs Changyuan Yu Deparmen of Elecrical & Compuer Engineering, Naional Universiy of Singapore, Singapore, 117576 A*STAR Insiue for

More information

Signal Characteristics

Signal Characteristics Signal Characerisics Analog Signals Analog signals are always coninuous (here are no ime gaps). The signal is of infinie resoluion. Discree Time Signals SignalCharacerisics.docx 8/28/08 10:41 AM Page 1

More information

Ultrawideband Normalized Radar Cross Sections of Distributed Clutter

Ultrawideband Normalized Radar Cross Sections of Distributed Clutter Ulrawideband Normalized Radar Cross Secions o Disribued Cluer Ram M. Narayanan Deparmen o Elecrical Engineering The Pennsylvania Sae Universiy Universiy Park, PA 68, USA ram@engr.psu.edu Absrac Theoreical

More information

EXPERIMENT #9 FIBER OPTIC COMMUNICATIONS LINK

EXPERIMENT #9 FIBER OPTIC COMMUNICATIONS LINK EXPERIMENT #9 FIBER OPTIC COMMUNICATIONS LINK INTRODUCTION: Much of daa communicaions is concerned wih sending digial informaion hrough sysems ha normally only pass analog signals. A elephone line is such

More information

EE201 Circuit Theory I Fall

EE201 Circuit Theory I Fall EE1 Circui Theory I 17 Fall 1. Basic Conceps Chaper 1 of Nilsson - 3 Hrs. Inroducion, Curren and Volage, Power and Energy. Basic Laws Chaper &3 of Nilsson - 6 Hrs. Volage and Curren Sources, Ohm s Law,

More information

unmodulated carrier phase refference /2 /2 3π/2 APSK /2 3/2 DPSK t/t s

unmodulated carrier phase refference /2 /2 3π/2 APSK /2 3/2 DPSK t/t s The PSK Modulaion - PSK is a modulaion ha modifies he phase of a carrier signal, a he beginning of he symbol period, wih a value ha depends on he mulibi ha has o be modulaed - i exhibis a good resilience

More information

FROM ANALOG TO DIGITAL

FROM ANALOG TO DIGITAL FROM ANALOG TO DIGITAL OBJECTIVES The objecives of his lecure are o: Inroduce sampling, he Nyquis Limi (Shannon s Sampling Theorem) and represenaion of signals in he frequency domain Inroduce basic conceps

More information

weight: amplitude of sine curve

weight: amplitude of sine curve Joseph Fourier s claim: all signals are sums of sinusoids of differen frequencies. weighed sine curves weigh: ampliude of sine curve all : no exacly bu doesn maer for us in pracice Example: 3 sin() + sin(*)

More information

Revision: June 11, E Main Suite D Pullman, WA (509) Voice and Fax

Revision: June 11, E Main Suite D Pullman, WA (509) Voice and Fax 2.5.3: Sinusoidal Signals and Complex Exponenials Revision: June 11, 2010 215 E Main Suie D Pullman, W 99163 (509) 334 6306 Voice and Fax Overview Sinusoidal signals and complex exponenials are exremely

More information

Optical phase locked loop for transparent inter-satellite communications

Optical phase locked loop for transparent inter-satellite communications Opical phase locked loop for ransparen iner-saellie communicaions F. Herzog 1, K. Kudielka 2,D.Erni 1 and W. Bächold 1 1 Communicaion Phoonics Group, Laboraory for Elecromagneic Fields and Microwave Elecronics,

More information

Solution of ECE 342 Test 2 S12

Solution of ECE 342 Test 2 S12 Soluion of ECE 342 Tes 2 S2. All quesions regarding superheerodyne receivers refer o his diagram. x c () Anenna B T < B RF < 2 f B = B T Oher Signals f c Mixer f Baseband x RFi RF () x RFo () () () x i

More information

dm t t A cos 2 10 t 10

dm t t A cos 2 10 t 10 T.C. OKAN ÜNİVERSİTESİ Fauly o Engineering and Arhieure Elerial and Eleroni Engineering Program EEE 3 Analog Communiaions Fall 23 In Class Work Par 4 Soluions:. Skeh he FM and PM modulaed waveorms or he

More information

Modulation Introduction

Modulation Introduction Modulaion Inroducion -8 F. Dellsperger Conen. Inroducion o Modulaion.... ccess mehods, bundling o signals... 3. Useul Signal-heory and Mahemaical Mehods... 6.. Classiicaion o signals... 6... Deerminisic

More information

arxiv: v1 [physics.optics] 9 May 2016

arxiv: v1 [physics.optics] 9 May 2016 Frequency-ime coherence or all-opical sampling wihou opical pulse source S. Preussler 1, G. Raoo Mehrpoor 1, and T. Schneider * 1 Insiu ür Hochrequenzechnik, Technische Universiä Braunschweig, Schleinizsr.

More information

Receiver Architectures

Receiver Architectures 27/Dec/26 1 Receiver Archiecures Image-Rejec Receivers Shif-by-9 o For narrowband signal: sin cos +j /2 +j (a) T / 4 X = j j /2 G( ) = j sgn( ) 1/2 (b) Figure 5.23 Shif by 9 o in (a) ime and (b) frequency

More information

Lecture 12: Modulation Techniques for Mobile Radio. Amplitude Modulation (Full AM or Double Sideband with Carrier)

Lecture 12: Modulation Techniques for Mobile Radio. Amplitude Modulation (Full AM or Double Sideband with Carrier) EE 499: Wireless & Mobile Communiaions (08) Leure : Modulaion Tehniques or Mobile Radio Dr. Wajih. bu-l-saud mpliude Modulaion Tehniques mpliude Modulaion (Full M or Double Sideband wih Carrier) The general

More information

Question 1 TELE4353. Average Delay Spread. RMS Delay Spread = = Channel response (2) Channel response (1)

Question 1 TELE4353. Average Delay Spread. RMS Delay Spread = = Channel response (2) Channel response (1) ELE4353 Mobile and Saellie Communicaion Syem uorial 3 (wee 7-8 S 4 Queion If a paricular modulaion provide uiable ER performance whenever σ /

More information

Offset Phase Shift Keying Modulation in Multiple-Input Multiple-Output Spatial Multiplexing

Offset Phase Shift Keying Modulation in Multiple-Input Multiple-Output Spatial Multiplexing VOLUME 3, ISSUE 2 Offse Phase Shif Keying Modulaion in Muliple-Inpu Muliple-Oupu Spaial Mulipleing Adeyemo, Z. Kayode, Rabiu, E. Oluwaosin and Rober, O. Abolade Deparmen of Elecronic and Elecrical Engineering

More information

ECMA-373. Near Field Communication Wired Interface (NFC-WI) 2 nd Edition / June Reference number ECMA-123:2009

ECMA-373. Near Field Communication Wired Interface (NFC-WI) 2 nd Edition / June Reference number ECMA-123:2009 ECMA-373 2 nd Ediion / June 2012 Near Field Communicaion Wired Inerface (NFC-WI) Reference number ECMA-123:2009 Ecma Inernaional 2009 COPYRIGHT PROTECTED DOCUMENT Ecma Inernaional 2012 Conens Page 1 Scope...

More information

Signal detection, Fouriertransformation, phase correction and quadrature detection

Signal detection, Fouriertransformation, phase correction and quadrature detection 2/35 Signal deecion, Fourierransformaion, phase correcion and quadraure deecion Peer Schmieder Schmilka 2004 Wha is his seminar abou? Signaldeecion Wha kind of signal do we deec in NMR Fourierransformaion

More information

READING ASSIGNMENTS LECTURE OBJECTIVES. Problem Solving Skills. x(t) = cos(αt 2 ) ELEG-212 Signal Processing and Communications

READING ASSIGNMENTS LECTURE OBJECTIVES. Problem Solving Skills. x(t) = cos(αt 2 ) ELEG-212 Signal Processing and Communications ELEG- Signal Processing and Communicaions Lecure 5 Periodic Signals, Harmonics & ime-varying Sinusoids READING ASSIGNMENS his Lecure: Chaper 3, Secions 3- and 3-3 Chaper 3, Secions 3-7 and 3-8 Lab sars

More information

x(at) 1 x(t) h(t) H( jω )X( jω ) x(t)p(t) 1 X( jω ) P( jω) x(t t d ) e jωt d x(t)e jω 0t X( j(ω ω 0 )) LECTURE OBJECTIVES Signal Processing First

x(at) 1 x(t) h(t) H( jω )X( jω ) x(t)p(t) 1 X( jω ) P( jω) x(t t d ) e jωt d x(t)e jω 0t X( j(ω ω 0 )) LECTURE OBJECTIVES Signal Processing First Signal Proessing Firs Leure 4 Ampliude Modulaion AM LECURE OBJECIVES Review of F properies Convoluion mulipliaion Frequen shifing Sinewave Ampliude Modulaion AM radio Frequen-division mulipleing FDM

More information

OpenStax-CNX module: m Elemental Signals. Don Johnson. Perhaps the most common real-valued signal is the sinusoid.

OpenStax-CNX module: m Elemental Signals. Don Johnson. Perhaps the most common real-valued signal is the sinusoid. OpenSax-CNX module: m0004 Elemenal Signals Don Johnson This work is produced by OpenSax-CNX and licensed under he Creaive Commons Aribuion License.0 Absrac Complex signals can be buil from elemenal signals,

More information

ELEG 3124 SYSTEMS AND SIGNALS Ch. 1 Continuous-Time Signals

ELEG 3124 SYSTEMS AND SIGNALS Ch. 1 Continuous-Time Signals Deparmen of Elecrical Engineering Universiy of Arkansas ELEG 3124 SYSTEMS AND SIGNALS Ch. 1 Coninuous-Time Signals Dr. Jingxian Wu wuj@uark.edu OUTLINE 2 Inroducion: wha are signals and sysems? Signals

More information

P. Bruschi: Project guidelines PSM Project guidelines.

P. Bruschi: Project guidelines PSM Project guidelines. Projec guidelines. 1. Rules for he execuion of he projecs Projecs are opional. Their aim is o improve he sudens knowledge of he basic full-cusom design flow. The final score of he exam is no affeced by

More information

Deblurring Images via Partial Differential Equations

Deblurring Images via Partial Differential Equations Deblurring Images via Parial Dierenial Equaions Sirisha L. Kala Mississippi Sae Universiy slk3@mssae.edu Advisor: Seh F. Oppenheimer Absrac: Image deblurring is one o he undamenal problems in he ield o

More information

SOFT ESTIMATES FOR DOUBLY ITERATIVE DECODING FOR 16 QAM AND 64 QAM MODULATION

SOFT ESTIMATES FOR DOUBLY ITERATIVE DECODING FOR 16 QAM AND 64 QAM MODULATION BULETINUL INSTITUTULUI POLITEHNIC DIN IAŞI Publica de Universiaea Tehnică Gheorghe Asachi din Iaşi Volumul 62 (66), Numărul 2, 2016 Secţia ELECTROTEHNICĂ. ENERGETICĂ. ELECTRONICĂ SOFT ESTIMATES FOR DOUBLY

More information

H(f),G(f),C(f) W OR. H(f) H(f),G(f),C(f) 2W. 101 modulator PB.1 PB.2

H(f),G(f),C(f) W OR. H(f) H(f),G(f),C(f) 2W. 101 modulator PB.1 PB.2 Passand Daa ransmissin In aseand daa ransmissin, a daa sream represened in he frm f a discree pulse-ampliude mdulaed PAM signal is ransmied ver a lw-pass channel. ample: yquis channel Hf,Gf,Cf W OR Gf

More information

Mobile Communications Chapter 3 : Media Access

Mobile Communications Chapter 3 : Media Access Moivaion Can we apply media access mehods from fixed neworks? Mobile Communicaions Chaper 3 : Media Access Moivaion SDMA, FDMA, TDMA Aloha Reservaion schemes Collision avoidance, MACA Polling CDMA SAMA

More information

Chapter 2. The Physical Layer

Chapter 2. The Physical Layer Chaper 2 The Physical Layer The Physical Layer Defines he mechanical, elecrical and iming inerfaces o he nework Transmission media - guided (copper and fiber opics) - wireless (radio erresrial) - saellie

More information

3. Carrier Modulation Analog

3. Carrier Modulation Analog 3. Carrier Modulaion Analog Modulaion is he process of using an informaion signal (such as voice or music) o aler some propery of a higher frequency waveform which can hen be efficienly radiaed by reasonably

More information

OFDMA for Access Networks: Optical Setup

OFDMA for Access Networks: Optical Setup OFDMA or Access Neworks: Opical Seup Johannes von Hoyningen-Huene Lehrsuhl ür Nachrichen- und Überragungsechnik CAU Kiel Workshop der ITG-Fachgruppe 5.3.1 Kiel, 10.2.2015 Moivaion or OFDMA in Opical Access

More information

Multiplexing. Structure of the Lecture. Channels. Frequency Multiplexing

Multiplexing. Structure of the Lecture. Channels. Frequency Multiplexing Srucure o he Lecure Muliplexing Chaper Technical Basics: Layer Mehods or Medium Access: Layer Channels in a requency band Saic medium access mehods (Muliplexing) Flexible medium access mehods (Muliple

More information

Performance Analysis of High-Rate Full-Diversity Space Time Frequency/Space Frequency Codes for Multiuser MIMO-OFDM

Performance Analysis of High-Rate Full-Diversity Space Time Frequency/Space Frequency Codes for Multiuser MIMO-OFDM Performance Analysis of High-Rae Full-Diversiy Space Time Frequency/Space Frequency Codes for Muliuser MIMO-OFDM R. SHELIM, M.A. MATIN AND A.U.ALAM Deparmen of Elecrical Engineering and Compuer Science

More information

6.776 High Speed Communication Circuits Lecture 17 Noise in Voltage Controlled Oscillators

6.776 High Speed Communication Circuits Lecture 17 Noise in Voltage Controlled Oscillators 6.776 High Speed Communicaion Circuis Lecure 7 Noise in Volage Conrolled Oscillaors Michael Perro Massachuses Insiue o Technology April, 005 Copyrigh 005 by Michael H. Perro VCO Noise in Wireless Sysems

More information

SIGNALS AND SYSTEMS LABORATORY 10: Sampling, Reconstruction, and Rate Conversion

SIGNALS AND SYSTEMS LABORATORY 10: Sampling, Reconstruction, and Rate Conversion SIGNALS AND SYSTEMS LABORATORY : Sampling, Reconsrucion, and Rae Conversion INTRODUCTION Digial signal processing is preerred over analog signal processing when i is easible. Is advanages are ha he qualiy

More information

Performance Limitations of an Optical Heterodyne CPFSK Transmission System Affected by Polarization Mode Dispersion in a Single Mode Fiber

Performance Limitations of an Optical Heterodyne CPFSK Transmission System Affected by Polarization Mode Dispersion in a Single Mode Fiber Performance Limiaions of an Opical Heerodyne CPFSK Transmission Sysem Affeced by Polarizaion Mode Dispersion in a Single Mode Fiber M. S. Islam, Member, IEEE, and S. P. Majumder, Member, IEEE Absrac--A

More information

ECE 6640 Digital Communications

ECE 6640 Digital Communications C 664 Digial Communiaion Dr. Bradley J. Bazuin Aian Proeor Deparmen o lerial and Compuer ngineering College o ngineering and Applied Siene Chaper 4 4. Bandpa Modulaion and Demodulaion/Deeion.. Why Modulae?.

More information

Digital modulation and mobile radio. Refresher topic

Digital modulation and mobile radio. Refresher topic igial modulaion and mobile radio Refresher opic igial modulaion and mobile radio When speech is ransmied using digial mobile radio, i is firs of all digiized and hen source- and channel-coded. On he one

More information

Channel Estimation for Wired MIMO Communication Systems

Channel Estimation for Wired MIMO Communication Systems Channel Esimaion for Wired MIMO Communicaion Sysems Final Repor Mulidimensional DSP Projec, Spring 2005 Daifeng Wang Absrac This repor addresses raining-based channel modeling and esimaion for a wired

More information

A FMCW-FSK Combined Waveform for Multi-Target Detection in FMCW Radar

A FMCW-FSK Combined Waveform for Multi-Target Detection in FMCW Radar 217 2 n Inernaional Conerence on Compuer Engineering, Inormaion Science an Inerne Technology (CII 217) ISBN: 978-1-6595-54-9 A FMCW-FSK Combine Waveorm or Muli-Targe Deecion in FMCW Raar TAO SHEN, WENQUAN

More information

COURSE OUTLINE. Introduction Signals and Noise Filtering: Band-Pass Filters 1 - BPF1 Sensors and associated electronics. Sensors, Signals and Noise 1

COURSE OUTLINE. Introduction Signals and Noise Filtering: Band-Pass Filters 1 - BPF1 Sensors and associated electronics. Sensors, Signals and Noise 1 ensors, ignals and Noise 1 COURE OUTLINE Inroducion ignals and Noise Filering: and-pass Filers 1 - PF1 ensors and associaed elecronics ignal Recovery, 017/018 PF 1 and-pass Filers 1 Narrow-and ignals Recovering

More information

A Harmonic Circulation Current Reduction Method for Parallel Operation of UPS with a Three-Phase PWM Inverter

A Harmonic Circulation Current Reduction Method for Parallel Operation of UPS with a Three-Phase PWM Inverter 160 Journal of Power Elecronics, Vol. 5, No. 2, April 2005 JPE 5-2-9 A Harmonic Circulaion Curren Reducion Mehod for Parallel Operaion of U wih a Three-Phase Inverer Kyung-Hwan Kim, Wook-Dong Kim * and

More information

Connection. Input II EEx ia IIC without SC red. Composition

Connection. Input II EEx ia IIC without SC red. Composition Sandsill conroller Oupu: relay Connecion Inpu I EEx ia IIC Inpu II EEx ia IIC 1-channel Conrol circui EEx ia IIC Addiional inpu or roaion direcion deecion or sar-up override 2 relay oupus Inpu requency

More information

Active Filters - 1. Active Filters - 2

Active Filters - 1. Active Filters - 2 PHY35 - Elecronics Laboraory, all Term (K rong) Acie ilers - By combining op-amps wih energy-sorage elemens, circuis can be designed o gie frequency-dependen op-amp responses Acie filers are hose ha use

More information

Memorandum on Impulse Winding Tester

Memorandum on Impulse Winding Tester Memorandum on Impulse Winding Teser. Esimaion of Inducance by Impulse Response When he volage response is observed afer connecing an elecric charge sored up in he capaciy C o he coil L (including he inside

More information

In most communication systems, the modulated signal has the form

In most communication systems, the modulated signal has the form Chaper : Basic Modulaion Techniques In mos communicaion sysems, he modulaed signal has he form x () A()cos[ ()], (-1) c c where c is known as he carrier frequency, A() is he envelope and () is he phase.

More information

Analog Baseband Communication Systems. Digital Baseband Communication Systems

Analog Baseband Communication Systems. Digital Baseband Communication Systems EE 421: Communicaions I Dr. Mohammed Hawa Inroducion o Digial Baseband Communicaion Sysems For more informaion: read Chapers 1, 6 and 7 in your exbook or visi hp://wikipedia.org/. Remember ha communicaion

More information

END-OF-YEAR EXAMINATIONS ELEC321 Communication Systems (D2) Friday, 19 November 2004, 9:20 a.m. Three hours plus 10 minutes reading time.

END-OF-YEAR EXAMINATIONS ELEC321 Communication Systems (D2) Friday, 19 November 2004, 9:20 a.m. Three hours plus 10 minutes reading time. END-OF-YEAR EXAMINATIONS 2004 Uni: Day and Time: Time Allowed: ELEC32 Communiaion Sysems (D2) Friday, 9 November 2004, 9:20 a.m. Three hours plus 0 minues reading ime. Toal Number of Quesions: SIX (6)

More information

EE558 - Digital Communications

EE558 - Digital Communications EE558 - Digial Communicaions Lecure 1: Inroducion & Overview Dr. Duy Nguyen Ouline 1 Course Informaion 2 Inroducion o Digial Communicaions Course Informaion 2 Adminisraion Hours and Locaion Lecures: TTH

More information

Medical signal processing

Medical signal processing signal is any kd o physical quaniy ha conveys/ ransmis/sores ormaion Medical signal processg eg () elecrical volage, ha can be measured on he surace o he sk/head as a resul o he hear-/muscle-/bra aciviies

More information