Outline. EECS 3213 Fall Sebastian Magierowski York University. Review Passband Modulation. Constellations ASK, FSK, PSK.

Size: px
Start display at page:

Download "Outline. EECS 3213 Fall Sebastian Magierowski York University. Review Passband Modulation. Constellations ASK, FSK, PSK."

Transcription

1 EECS 3213 Fall 2014 L12: Modulation Sebastian Magierowski York University 1 Outline Review Passband Modulation ASK, FSK, PSK Constellations 2 1

2 Underlying Idea Attempting to send a sequence of digits through a continuous channel channel Not easy modulerize the design 3 Continuous-Time Communication Map symbols into analog waveforms that match characteristics of channel spectral shape location (carrier) channel coder symbols tx filter channel rx filter waveforms channel decoder 4 2

3 Simple Baseband Modulator (Pulse Shaper) Basic implementation coder tx filter channel rx filter decoder coder sinc FIR channel sampler decoder Time and spectral characteristics (Nyquist criterion satisfied) 5 [Razavi12] Spectral Efficiency What is the bit- relative to the spectrum used: bit- v = bandwidth 2f s log 2 (M) bits v = [ s Hz ] Simple 2-level baseband modulation 2 bits/s Hz or 2 symbols/s Hz f s 6 3

4 Passband Modulation What if the channel is not baseband? 0 f c f s f c f c + f s Replace DC 1/0 representation time with AC representation time Have 3 ways to modulate a sinusoid: A c cos(ω c t + φ) 7 Modulator in a Communication System line coder tx filter modulator channel demodulator rx filter sampler line decoder 8 4

5 Amplitude Modulation A c cos(ω c t + φ) Map bits into amplitude of sinusoid: 1 send sinusoid; 0 no sinusoid Demodulator looks for signal vs. no signal Information Amplitude Shift Keying +1-1 t 9 Frequency Modulation A c cos(ω c t + φ) Map bits into frequency: 1 send frequency f c + δ ; 0 send frequency f c - δ Demodulator looks for power around f c + δ or f c - δ Information Frequency Shift Keying +1-1 t 10 5

6 (Binary) Phase Modulation Information Binary Phase Shift Keying (BPSK) -1 Map bits into phase of sinusoid: 1 send A cos(2πft), i.e. phase is 0 0 send A cos(2πft+π), i.e. phase is π t Equivalent to multiplying cos(2πft) by +A or -A 1 send A cos(2πft), i.e. multiply by 1 0 send A cos(2πft+π) = - A cos(2πft), i.e. multiply by -1 We will focus on phase modulation 11 AM Modulator Simplest and most dominant case, multiply symbol by a carrier Modulate cos(2πf c t) by multiplying by A k for T seconds: A k x Y i (t) = A k cos(2πf c t) cos(2πf c t) Transmitted signal during kth interval A k Y i (t) coder modulator channel demodulator decoder 12 6

7 AM Demodulator Demodulate (recover A k ) by multiplying by 2cos(2πf c t) for T seconds and lowpass filtering (smoothing): Y i (t) = A k cos(2πf c t) Received signal during kth interval x 2cos(2πf c t) Lowpass Filter (Smoother) X i (t) 2A k cos 2 (2πf c t) = A k {1 + cos(2π2f c t)} coder modulator channel Y i (t) demodulator X i (t) decoder 13 Example of Modulation Information Baseband Signal +A -A Modulated Signal x(t) +A -A A cos(2πft) -A cos(2πft) 14 7

8 Example of Demodulation A {1 + cos(4πft)} -A {1 + cos(4πft)} After multiplication at receiver x(t)2cos(2πf c t) +A -A Baseband signal discernable after smoothing +A -A Recovered Information Signaling Rate and Transmission Bandwidth Fact from modulation theory: If Baseband signal x(t) with bandwidth f s /2 Hz then f s /2 f Modulated signal x(t)cos(2πf c t) has bandwidth f s Hz f c f s /2 f c f c + f s /2 f If bandpass channel has bandwidth f s Hz, It s baseband version has bandwidth of f s /2 Hz, so modulation system supports f s /2 x 2 = f s symbols/second That is, f s symbols/second per f s Hz = 1 symbols/s Hz Recall baseband transmission system supports 2 symbols/s Hz!!! 16 8

9 Quadrature Amplitude Modulation (QAM) QAM uses two-dimensional signaling A k modulates in-phase cos(2πf c t) B k modulates quadrature phase cos(2πf c t + π/4) = sin(2πf c t) Transmit sum of in-phase & quadrature phase components A k x Y i (t) = A k cos(2πf c t) cos(2πf c t) + Y(t) B k x Y q (t) = B k sin(2πf c t) Transmitted Signal sin(2πf c t) Y i (t) and Y q (t) both occupy the bandpass channel QAM sends 2 symbols/s Hz 17 QAM Signal Mapping Serial-to-parallel converter distributes input bits Two bits sent simultaneously 18 [Razavi12] 9

10 QAM Demodulation Y(t) x Lowpass filter (smoother) A k 2cos(2πf c t) x 2sin(2πf c t) 2A k cos 2 (2πf c t)+2b k cos(2πf c t)sin(2πf c t) = A k {1 + cos(4πf c t)}+b k {0 + sin(4πf c t)} Lowpass filter (smoother) B k smoothed to zero 2B k sin 2 (2πf c t)+2a k cos(2πf c t)sin(2πf c t) = B k {1 - cos(4πf c t)}+a k {0 + sin(4πf c t)} smoothed to zero 19 Signal Constellations Convenient to write modulated signals in quadrature form y(t) =y i (t) cos(2 f c t)+y q (t)sin(2 f c t) in-phase and quadrature components And to plot it as a signal constellation in the complex place Plot samples of in-phase terms along real axis Plot samples of quadrature terms along imaginary axis 20 10

11 BPSK Constellation For example y BPSK (t) = a n cos(ω c t), a n = ±1 only the in-phase term is present two possible amplitudes 21 [Razavi12] 4-QAM Constellation Both terms present In-phase and quadrature y QAM (t) = a n cos(ω c t) + b n sin(ω c t), a n,b n = ±1 b n (-a,b) (a, b) a n (-a,-b) (a,-b) 22 11

12 Quadrature Amplitude Modulation Quadrature Amplitude Modulation Larger QAM Constellations Quadrature With 4-QAM QPSK 2 bits /symbol Symbol Rate = 1/2 bit QPSK 2 bits /symbol Symbol Rate = 1/2 bit 64 QAM 6 bits /symbol Symbol Rate = 1/6 bit Amplitude Modulation bits represented per symbol: N = 2 Constellation points: QPSK M = 2N = 4 16 QAM 16 QAM 4 bits /symbol Quadrature Amplitude Modulation Many other possibilities (rectangular constellation) Quadrature Amplitude Modulation N = 3,4,5,... 4 bits/symbol /symbol 2 bits Symbol Rate = 1/2 bit Symbol Rate = 1/4 bit 64 QAM 6 bits /symbol Symbol Rate = 1/6 bit Symbol Rate = 1/4 bit 64 QAM 6 bits /symbol Symbol Rate = 1/6 bit QPSK N preferred (easier coder) Even 2 bits /symbol Symbol Rate = 1/2 bit QPSK 2 bits /symbol Symbol Rate = 1/2 bit M=4 L=2 16 QAM 4 bits /symbol M = 16 L=4 QAM Symbol 16 Rate = 1/4 bit 4 bits /symbol Symbol Rate = 1/4 bit 16 QAM 32 QAM 4 bits /symbol 5 bits /symbol Symbol Rate = 1/5 bit Symbol Rate = 1/4 bit 32 QAM 5 bits /symbol Symbol Rate = 1/5 bit M = 32 L=6 M = 64 L=8 32 QAM 5 bits /symbol Symbol Rate = 1/5 bit 64 QAM 6 bits /symbol Symbol Rate = 1/6 bit 64 QAM 6 bits /symbol Symbol Rate = 1/6 bit 128 QAM 7 bits /symbol Symbol Rate = 1/7 bit M = 128 L = QAM 7 bits /symbol Symbol Rate = 1/7 bit Increasing N requires more power EECS 3213, F14 Page 9 32 QAM 5 bits /symbol Symbol Rate = 1/5 bit 32 QAM Page 9 5 bits /symbol Symbol Rate = 1/5 bit Page 9 Page 9 Page 9 L12: Modulation 128 QAM 7 bits /symbol Symbol Rate = 1/7 bit QAM 7 bits /symbol Spectrum Analyzers Seminar X-Series Spectrum Analyzers X-Series Seminar 2010 Symbol Rate = 1/7 bit 128 QAM 7 bits /symbol Symbol Rate = 1/7 bit X-Series Spectrum Analyzers Seminar 2010 Phase-Shift Keying (PSK) X-Series Spectrum Analyzers Seminar 2010 A common variant X-Series Spectrum Analyzers Seminar 2010 Conceptually, vary phase of signal based on symbol (already saw this) ancos(ωct + kπ/n), k = integer bn 4-PSK QPSK QAM 4-QAM bn an an 8-PSK π/4-qpsk Constant amplitude EECS 3213, F14 L12: Modulation 24 12

13 π/4-qpsk Modulator Just 2 QAM modulators phase shifted relative to each other top modulator has both cos/sin always active bottom modulator has either cos/sin active 25 [Razavi12] 13

Lecture #11 Overview. Vector representation of signal waveforms. Two-dimensional signal waveforms. 1 ENGN3226: Digital Communications L#

Lecture #11 Overview. Vector representation of signal waveforms. Two-dimensional signal waveforms. 1 ENGN3226: Digital Communications L# Lecture #11 Overview Vector representation of signal waveforms Two-dimensional signal waveforms 1 ENGN3226: Digital Communications L#11 00101011 Geometric Representation of Signals We shall develop a geometric

More information

ENSC327 Communication Systems 27: Digital Bandpass Modulation. (Ch. 7) Jie Liang School of Engineering Science Simon Fraser University

ENSC327 Communication Systems 27: Digital Bandpass Modulation. (Ch. 7) Jie Liang School of Engineering Science Simon Fraser University ENSC37 Communication Systems 7: Digital Bandpass Modulation (Ch. 7) Jie Liang School of Engineering Science Simon Fraser University 1 Outline 7.1 Preliminaries 7. Binary Amplitude-Shift Keying (BASK) 7.3

More information

Real and Complex Modulation

Real and Complex Modulation Real and Complex Modulation TIPL 4708 Presented by Matt Guibord Prepared by Matt Guibord 1 What is modulation? Modulation is the act of changing a carrier signal s properties (amplitude, phase, frequency)

More information

= 36 M symbols/second

= 36 M symbols/second Tutorial (3) Solution Problem 1: Suppose a CATV system uses coaxial cable to carry 100 channels, each of 6 MHz bandwidth. Suppose that QAM modulation is used. What is the symbol rate/channel if a four-point

More information

UNIT 2 DIGITAL COMMUNICATION DIGITAL COMMUNICATION-Introduction The techniques used to modulate digital information so that it can be transmitted via microwave, satellite or down a cable pair is different

More information

I-Q transmission. Lecture 17

I-Q transmission. Lecture 17 I-Q Transmission Lecture 7 I-Q transmission i Sending Digital Data Binary Phase Shift Keying (BPSK): sending binary data over a single frequency band Quadrature Phase Shift Keying (QPSK): sending twice

More information

Wireless Communication

Wireless Communication Wireless Communication Systems @CS.NCTU Lecture 2: Modulation and Demodulation Reference: Chap. 5 in Goldsmith s book Instructor: Kate Ching-Ju Lin ( 林靖茹 ) 1 Modulation From Wikipedia: The process of varying

More information

Columbia University. Principles of Communication Systems ELEN E3701. Spring Semester May Final Examination

Columbia University. Principles of Communication Systems ELEN E3701. Spring Semester May Final Examination 1 Columbia University Principles of Communication Systems ELEN E3701 Spring Semester- 2006 9 May 2006 Final Examination Length of Examination- 3 hours Answer All Questions Good Luck!!! I. Kalet 2 Problem

More information

Chapter 3 Digital Transmission Fundamentals

Chapter 3 Digital Transmission Fundamentals Chapter 3 Digital Transmission Fundamentals Modems and Digital Modulation CSE 33, Winter Instrutor: Foroohar Foroozan Modulation of Digital Data Modulation of Digital Data Modulation proess of onverting

More information

Revision of Lecture 3

Revision of Lecture 3 Revision of Lecture 3 Modulator/demodulator Basic operations of modulation and demodulation Complex notations for modulation and demodulation Carrier recovery and timing recovery This lecture: bits map

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

DIGITAL COMMUNICATIONS SYSTEMS. MSc in Electronic Technologies and Communications

DIGITAL COMMUNICATIONS SYSTEMS. MSc in Electronic Technologies and Communications DIGITAL COMMUNICATIONS SYSTEMS MSc in Electronic Technologies and Communications Bandpass binary signalling The common techniques of bandpass binary signalling are: - On-off keying (OOK), also known as

More information

Mobile Communication An overview Lesson 03 Introduction to Modulation Methods

Mobile Communication An overview Lesson 03 Introduction to Modulation Methods Mobile Communication An overview Lesson 03 Introduction to Modulation Methods Oxford University Press 2007. All rights reserved. 1 Modulation The process of varying one signal, called carrier, according

More information

Digital Modulation Schemes

Digital Modulation Schemes Digital Modulation Schemes 1. In binary data transmission DPSK is preferred to PSK because (a) a coherent carrier is not required to be generated at the receiver (b) for a given energy per bit, the probability

More information

Fund. of Digital Communications Ch. 3: Digital Modulation

Fund. of Digital Communications Ch. 3: Digital Modulation Fund. of Digital Communications Ch. 3: Digital Modulation Klaus Witrisal witrisal@tugraz.at Signal Processing and Speech Communication Laboratory www.spsc.tugraz.at Graz University of Technology November

More information

Digital Communication System

Digital Communication System Digital Communication System Purpose: communicate information at certain rate between geographically separated locations reliably (quality) Important point: rate, quality spectral bandwidth requirement

More information

Digital Communication System

Digital Communication System Digital Communication System Purpose: communicate information at required rate between geographically separated locations reliably (quality) Important point: rate, quality spectral bandwidth, power requirements

More information

Lecture 10. Digital Modulation

Lecture 10. Digital Modulation Digital Modulation Lecture 10 On-Off keying (OOK), or amplitude shift keying (ASK) Phase shift keying (PSK), particularly binary PSK (BPSK) Frequency shift keying Typical spectra Modulation/demodulation

More information

Digital communication

Digital communication Chapter 4 Digital communication A digital is a discrete-time binary m : Integers Bin = {0, 1}. To transmit such a it must first be transformed into a analog. The is then transmitted as such or modulated

More information

Digital Modulation. Kate Ching-Ju Lin ( 林靖茹 ) Academia Sinica

Digital Modulation. Kate Ching-Ju Lin ( 林靖茹 ) Academia Sinica Digital Modulation Kate Ching-Ju Lin ( 林靖茹 ) Academia Sinica Map bits to signals Modulation TX bit stream x(t) 1 0 1 1 0 modula7on signal s(t) wireless channel Map signals to bits Demodulation TX RX bit

More information

COSC 3213: Computer Networks I: Chapter 3 Handout #4. Instructor: Dr. Marvin Mandelbaum Department of Computer Science York University Section A

COSC 3213: Computer Networks I: Chapter 3 Handout #4. Instructor: Dr. Marvin Mandelbaum Department of Computer Science York University Section A COSC 3213: Computer Networks I: Chapter 3 Handout #4 Instructor: Dr. Marvin Mandelbaum Department of Computer Science York University Section A Topics: 1. Line Coding: Unipolar, Polar,and Inverted ; Bipolar;

More information

ECE5713 : Advanced Digital Communications

ECE5713 : Advanced Digital Communications ECE5713 : Advanced Digital Communications Bandpass Modulation MPSK MASK, OOK MFSK 04-May-15 Advanced Digital Communications, Spring-2015, Week-8 1 In-phase and Quadrature (I&Q) Representation Any bandpass

More information

Revision of Previous Six Lectures

Revision of Previous Six Lectures Revision of Previous Six Lectures Previous six lectures have concentrated on Modem, under ideal AWGN or flat fading channel condition Important issues discussed need to be revised, and they are summarised

More information

Outline / Wireless Networks and Applications Lecture 5: Physical Layer Signal Propagation and Modulation

Outline / Wireless Networks and Applications Lecture 5: Physical Layer Signal Propagation and Modulation Outline 18-452/18-750 Wireless Networks and Applications Lecture 5: Physical Layer Signal Propagation and Modulation Peter Steenkiste Carnegie Mellon University Spring Semester 2017 http://www.cs.cmu.edu/~prs/wirelesss17/

More information

Chapter 7 Multiple Division Techniques for Traffic Channels

Chapter 7 Multiple Division Techniques for Traffic Channels Introduction to Wireless & Mobile Systems Chapter 7 Multiple Division Techniques for Traffic Channels Outline Introduction Concepts and Models for Multiple Divisions Frequency Division Multiple Access

More information

EE3723 : Digital Communications

EE3723 : Digital Communications EE3723 : Digital Communications Week 8-9: Bandpass Modulation MPSK MASK, OOK MFSK 04-May-15 Muhammad Ali Jinnah University, Islamabad - Digital Communications - EE3723 1 In-phase and Quadrature (I&Q) Representation

More information

Chapter 3 Data Transmission COSC 3213 Summer 2003

Chapter 3 Data Transmission COSC 3213 Summer 2003 Chapter 3 Data Transmission COSC 3213 Summer 2003 Courtesy of Prof. Amir Asif Definitions 1. Recall that the lowest layer in OSI is the physical layer. The physical layer deals with the transfer of raw

More information

Basic Concepts in Data Transmission

Basic Concepts in Data Transmission Basic Concepts in Data Transmission EE450: Introduction to Computer Networks Professor A. Zahid A.Zahid-EE450 1 Data and Signals Data is an entity that convey information Analog Continuous values within

More information

Amplitude Modulation, II

Amplitude Modulation, II Amplitude Modulation, II Single sideband modulation (SSB) Vestigial sideband modulation (VSB) VSB spectrum Modulator and demodulator NTSC TV signsals Quadrature modulation Spectral efficiency Modulator

More information

CHAPTER 2 DIGITAL MODULATION

CHAPTER 2 DIGITAL MODULATION 2.1 INTRODUCTION CHAPTER 2 DIGITAL MODULATION Referring to Equation (2.1), if the information signal is digital and the amplitude (lv of the carrier is varied proportional to the information signal, a

More information

LOOKING AT DATA SIGNALS

LOOKING AT DATA SIGNALS LOOKING AT DATA SIGNALS We diplay data signals graphically in many ways, ranging from textbook illustrations to test equipment screens. This note helps you integrate those views and to see how some modulation

More information

Digital Modulators & Line Codes

Digital Modulators & Line Codes Digital Modulators & Line Codes Professor A. Manikas Imperial College London EE303 - Communication Systems An Overview of Fundamental Prof. A. Manikas (Imperial College) EE303: Dig. Mod. and Line Codes

More information

QUESTION BANK SUBJECT: DIGITAL COMMUNICATION (15EC61)

QUESTION BANK SUBJECT: DIGITAL COMMUNICATION (15EC61) QUESTION BANK SUBJECT: DIGITAL COMMUNICATION (15EC61) Module 1 1. Explain Digital communication system with a neat block diagram. 2. What are the differences between digital and analog communication systems?

More information

ECE 4203: COMMUNICATIONS ENGINEERING LAB II

ECE 4203: COMMUNICATIONS ENGINEERING LAB II DEPARTMENT OF ELECTRICAL & COMPUTER ENGINEERING ECE 4203: COMMUNICATIONS ENGINEERING LAB II SEMESTER 2, 2017/2018 DIGITAL MODULATIONS INTRODUCTION In many digital communication systems, cable (as for data

More information

Mobile & Wireless Networking. Lecture 2: Wireless Transmission (2/2)

Mobile & Wireless Networking. Lecture 2: Wireless Transmission (2/2) 192620010 Mobile & Wireless Networking Lecture 2: Wireless Transmission (2/2) [Schiller, Section 2.6 & 2.7] [Reader Part 1: OFDM: An architecture for the fourth generation] Geert Heijenk Outline of Lecture

More information

Wireless Communication Fading Modulation

Wireless Communication Fading Modulation EC744 Wireless Communication Fall 2008 Mohamed Essam Khedr Department of Electronics and Communications Wireless Communication Fading Modulation Syllabus Tentatively Week 1 Week 2 Week 3 Week 4 Week 5

More information

Chapter 9. Carrier Acquisition and Tracking. March 5, 2008

Chapter 9. Carrier Acquisition and Tracking. March 5, 2008 Chapter 9 Carrier Acquisition and Tracking March 5, 2008 b[n] coder bit/ symbol transmit filter, pt(t) Modulator Channel, c(t) noise interference form other users LNA/ AGC Demodulator receive/matched filter,

More information

Stream Information. A real-time voice signal must be digitized & transmitted as it is produced Analog signal level varies continuously in time

Stream Information. A real-time voice signal must be digitized & transmitted as it is produced Analog signal level varies continuously in time , German University in Cairo Stream Information A real-time voice signal must be digitized & transmitted as it is produced Analog signal level varies continuously in time Th e s p ee ch s i g n al l e

More information

Nyquist, Shannon and the information carrying capacity of signals

Nyquist, Shannon and the information carrying capacity of signals Nyquist, Shannon and the information carrying capacity of signals Figure 1: The information highway There is whole science called the information theory. As far as a communications engineer is concerned,

More information

C06a: Digital Modulation

C06a: Digital Modulation CISC 7332X T6 C06a: Digital Modulation Hui Chen Department of Computer & Information Science CUNY Brooklyn College 10/2/2018 CUNY Brooklyn College 1 Outline Digital modulation Baseband transmission Line

More information

CSE4214 Digital Communications. Bandpass Modulation and Demodulation/Detection. Bandpass Modulation. Page 1

CSE4214 Digital Communications. Bandpass Modulation and Demodulation/Detection. Bandpass Modulation. Page 1 CSE414 Digital Communications Chapter 4 Bandpass Modulation and Demodulation/Detection Bandpass Modulation Page 1 1 Bandpass Modulation n Baseband transmission is conducted at low frequencies n Passband

More information

On-off keying, which consists of keying a sinusoidal carrier on and off with a unipolar binary signal

On-off keying, which consists of keying a sinusoidal carrier on and off with a unipolar binary signal Bandpass signalling Thus far only baseband signalling has been considered: an information source is usually a baseband signal. Some communication channels have a bandpass characteristic, and will not propagate

More information

University of Manchester CS3282: Digital Communications Section 8: Carrier Modulated Transmission

University of Manchester CS3282: Digital Communications Section 8: Carrier Modulated Transmission University of Manchester CS3282: Digital Communications Section 8: Carrier Modulated Transmission Convert binary data into form suited to channel characteristics; i.e. usable frequency band, gain & phase

More information

CSCD 433 Network Programming Fall Lecture 5 Physical Layer Continued

CSCD 433 Network Programming Fall Lecture 5 Physical Layer Continued CSCD 433 Network Programming Fall 2016 Lecture 5 Physical Layer Continued 1 Topics Definitions Analog Transmission of Digital Data Digital Transmission of Analog Data Multiplexing 2 Different Types of

More information

EE4601 Communication Systems

EE4601 Communication Systems 4601 Communication Systems Week 8 Binary Modulated Signal Sets Non-Binary Signal Sets 0 c 2011, Georgia Institute of Technology (lect8 1) Binary PSK (BPSK) With BPSK information is transmitted in the carrier

More information

Wireless PHY: Modulation and Demodulation

Wireless PHY: Modulation and Demodulation Wireless PHY: Modulation and Demodulation Y. Richard Yang 09/11/2012 Outline Admin and recap Amplitude demodulation Digital modulation 2 Admin Assignment 1 posted 3 Recap: Modulation Objective o Frequency

More information

Outline Chapter 3: Principles of Digital Communications

Outline Chapter 3: Principles of Digital Communications Outline Chapter 3: Principles of Digital Communications Structure of a Data Transmission System Up- and Down-Conversion Lowpass-to-Bandpass Conversion Baseband Presentation of Communication System Basic

More information

Communication Engineering Term Project ABSTRACT

Communication Engineering Term Project ABSTRACT Communication Engineering erm Project (Simulation of 16QAM) School of information & Communications, 20141013 Dooho Kim ABSRAC A 16-QAM model for term project of conmmunication engineering is presented.

More information

comparasion to BPSK, to distinguish those symbols, therefore, the error performance is degraded. Fig 2 QPSK signal constellation

comparasion to BPSK, to distinguish those symbols, therefore, the error performance is degraded. Fig 2 QPSK signal constellation Study of Digital Modulation Schemes using DDS 1. Introduction Phase shift keying(psk) is a simple form of data modulation scheme in which the phase of the transmitted signal is varied to convey information.

More information

Revision of Wireless Channel

Revision of Wireless Channel Revision of Wireless Channel Quick recap system block diagram CODEC MODEM Wireless Channel Previous three lectures looked into wireless mobile channels To understand mobile communication technologies,

More information

1. Clearly circle one answer for each part.

1. Clearly circle one answer for each part. TB 1-9 / Exam Style Questions 1 EXAM STYLE QUESTIONS Covering Chapters 1-9 of Telecommunication Breakdown 1. Clearly circle one answer for each part. (a) TRUE or FALSE: Absolute bandwidth is never less

More information

Chapter 6 Passband Data Transmission

Chapter 6 Passband Data Transmission Chapter 6 Passband Data Transmission Passband Data Transmission concerns the Transmission of the Digital Data over the real Passband channel. 6.1 Introduction Categories of digital communications (ASK/PSK/FSK)

More information

Exercises for chapter 2

Exercises for chapter 2 Exercises for chapter Digital Communications A baseband PAM system uses as receiver filter f(t) a matched filter, f(t) = g( t), having two choices for transmission filter g(t) g a (t) = ( ) { t Π =, t,

More information

Chapter 7. Multiple Division Techniques

Chapter 7. Multiple Division Techniques Chapter 7 Multiple Division Techniques 1 Outline Frequency Division Multiple Access (FDMA) Division Multiple Access (TDMA) Code Division Multiple Access (CDMA) Comparison of FDMA, TDMA, and CDMA Walsh

More information

CSCD 433 Network Programming Fall Lecture 5 Physical Layer Continued

CSCD 433 Network Programming Fall Lecture 5 Physical Layer Continued CSCD 433 Network Programming Fall 2016 Lecture 5 Physical Layer Continued 1 Topics Definitions Analog Transmission of Digital Data Digital Transmission of Analog Data Multiplexing 2 Different Types of

More information

University of Manchester. CS3282: Digital Communications 06. Section 9: Multi-level digital modulation & demodulation

University of Manchester. CS3282: Digital Communications 06. Section 9: Multi-level digital modulation & demodulation University of Manchester CS3282: Digital Communications 06 Section 9: Multi-level digital modulation & demodulation 2/05/06 CS3282 Sectn 9 1 9.1. Introduction: So far, mainly binary signalling using ASK,

More information

UNIVERSITY OF BAHRAIN COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING

UNIVERSITY OF BAHRAIN COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING UNIVERSITY OF BAHRAIN COLLEGE OF ENGINEERING DEPARTMENT OF ELECTRICAL AND ELECTRONIC ENGINEERING EENG 373: DIGITAL COMMUNICATIONS EXPERIMENT NO. 5 BASEBAND MODULATION TECHIQUES Objective The main objectives

More information

Principles of Communications ECS 332

Principles of Communications ECS 332 Principles of Communications ECS 332 Asst. Prof. Dr. Prapun Suksompong prapun@siit.tu.ac.th 5. Angle Modulation Office Hours: BKD, 6th floor of Sirindhralai building Wednesday 4:3-5:3 Friday 4:3-5:3 Example

More information

EEE 461 Communication Systems II Lecture Presentation 2

EEE 461 Communication Systems II Lecture Presentation 2 EEE 461 Communication Systems II Lecture Presentation 2 Aykut HOCANIN Dept. of Electrical and Electronic Engineering 1/15 EEE 461 Communication Systems II 5.1: Multilevel Modulated Bandpass Signaling In

More information

Objectives. Presentation Outline. Digital Modulation Lecture 03

Objectives. Presentation Outline. Digital Modulation Lecture 03 Digital Modulation Lecture 03 Inter-Symbol Interference Power Spectral Density Richard Harris Objectives To be able to discuss Inter-Symbol Interference (ISI), its causes and possible remedies. To be able

More information

Digital Modulation Lecture 01. Review of Analogue Modulation Introduction to Digital Modulation Techniques Richard Harris

Digital Modulation Lecture 01. Review of Analogue Modulation Introduction to Digital Modulation Techniques Richard Harris Digital Modulation Lecture 01 Review of Analogue Modulation Introduction to Digital Modulation Techniques Richard Harris Objectives You will be able to: Classify the various approaches to Analogue Modulation

More information

SYSTEM ARCHITECTURE ADVANCED SYSTEM ARCHITECTURE LUO Chapter18.1 and Introduction to OFDM

SYSTEM ARCHITECTURE ADVANCED SYSTEM ARCHITECTURE LUO Chapter18.1 and Introduction to OFDM SYSTEM ARCHITECTURE ADVANCED SYSTEM ARCHITECTURE LUO Chapter18.1 and 18.2 Introduction to OFDM 2013/Fall-Winter Term Monday 12:50 Room# 1-322 or 5F Meeting Room Instructor: Fire Tom Wada, Professor 12/9/2013

More information

Objectives. Presentation Outline. Digital Modulation Lecture 01

Objectives. Presentation Outline. Digital Modulation Lecture 01 Digital Modulation Lecture 01 Review of Analogue Modulation Introduction to Digital Modulation Techniques Richard Harris Objectives You will be able to: Classify the various approaches to Analogue Modulation

More information

Digital Communication

Digital Communication Digital Communication (ECE4058) Electronics and Communication Engineering Hanyang University Haewoon Nam Lecture 15 1 Quadrature Phase Shift Keying Constellation plot BPSK QPSK 01 11 Bit 0 Bit 1 00 M-ary

More information

TSEK02: Radio Electronics Lecture 3: Modulation (II) Ted Johansson, EKS, ISY

TSEK02: Radio Electronics Lecture 3: Modulation (II) Ted Johansson, EKS, ISY TSEK02: Radio Electronics Lecture 3: Modulation (II) Ted Johansson, EKS, ISY An Overview of Modulation Techniques chapter 3.3.2 3.3.6 2 Constellation Diagram (3.3.2) Quadrature Modulation Higher Order

More information

Modulation and Coding Tradeoffs

Modulation and Coding Tradeoffs 0 Modulation and Coding Tradeoffs Contents 1 1. Design Goals 2. Error Probability Plane 3. Nyquist Minimum Bandwidth 4. Shannon Hartley Capacity Theorem 5. Bandwidth Efficiency Plane 6. Modulation and

More information

Thus there are three basic modulation techniques: 1) AMPLITUDE SHIFT KEYING 2) FREQUENCY SHIFT KEYING 3) PHASE SHIFT KEYING

Thus there are three basic modulation techniques: 1) AMPLITUDE SHIFT KEYING 2) FREQUENCY SHIFT KEYING 3) PHASE SHIFT KEYING CHAPTER 5 Syllabus 1) Digital modulation formats 2) Coherent binary modulation techniques 3) Coherent Quadrature modulation techniques 4) Non coherent binary modulation techniques. Digital modulation formats:

More information

Chapter 4. Part 2(a) Digital Modulation Techniques

Chapter 4. Part 2(a) Digital Modulation Techniques Chapter 4 Part 2(a) Digital Modulation Techniques Overview Digital Modulation techniques Bandpass data transmission Amplitude Shift Keying (ASK) Phase Shift Keying (PSK) Frequency Shift Keying (FSK) Quadrature

More information

Lecture 3: Wireless Physical Layer: Modulation Techniques. Mythili Vutukuru CS 653 Spring 2014 Jan 13, Monday

Lecture 3: Wireless Physical Layer: Modulation Techniques. Mythili Vutukuru CS 653 Spring 2014 Jan 13, Monday Lecture 3: Wireless Physical Layer: Modulation Techniques Mythili Vutukuru CS 653 Spring 2014 Jan 13, Monday Modulation We saw a simple example of amplitude modulation in the last lecture Modulation how

More information

Amplitude Frequency Phase

Amplitude Frequency Phase Chapter 4 (part 2) Digital Modulation Techniques Chapter 4 (part 2) Overview Digital Modulation techniques (part 2) Bandpass data transmission Amplitude Shift Keying (ASK) Phase Shift Keying (PSK) Frequency

More information

Revision of Lecture 2

Revision of Lecture 2 Revision of Lecture 2 Pulse shaping Tx/Rx filter pair Design of Tx/Rx filters (pulse shaping): to achieve zero ISI and to maximise received signal to noise ratio Combined Tx/Rx filters: Nyquist system

More information

ANALOG (DE)MODULATION

ANALOG (DE)MODULATION ANALOG (DE)MODULATION Amplitude Modulation with Large Carrier Amplitude Modulation with Suppressed Carrier Quadrature Modulation Injection to Intermediate Frequency idealized system Software Receiver Design

More information

College of information Technology Department of Information Networks Telecommunication & Networking I Chapter 5. Analog Transmission

College of information Technology Department of Information Networks Telecommunication & Networking I Chapter 5. Analog Transmission Analog Transmission 5.1 DIGITAL-TO-ANALOG CONVERSION Digital-to-analog conversion is the process of changing one of the characteristics of an analog signal based on the information in digital data. The

More information

Exercise 3-2. Digital Modulation EXERCISE OBJECTIVE DISCUSSION OUTLINE DISCUSSION. PSK digital modulation

Exercise 3-2. Digital Modulation EXERCISE OBJECTIVE DISCUSSION OUTLINE DISCUSSION. PSK digital modulation Exercise 3-2 Digital Modulation EXERCISE OBJECTIVE When you have completed this exercise, you will be familiar with PSK digital modulation and with a typical QPSK modulator and demodulator. DISCUSSION

More information

Chapter 3 Digital Transmission Fundamentals

Chapter 3 Digital Transmission Fundamentals Chapter 3 Digital Transmission Fundamentals Line Coding What is Line Coding? Mapping of binary information sequence into the digital signal that enters the channel Ex. 1 maps to +A square pulse; 0 to A

More information

OptiSystem applications: Digital modulation analysis (PSK)

OptiSystem applications: Digital modulation analysis (PSK) OptiSystem applications: Digital modulation analysis (PSK) 7 Capella Court Nepean, ON, Canada K2E 7X1 +1 (613) 224-4700 www.optiwave.com 2009 Optiwave Systems, Inc. Introduction PSK modulation Digital

More information

Revision of Previous Six Lectures

Revision of Previous Six Lectures Revision of Previous Six Lectures Previous six lectures have concentrated on Modem, under ideal AWGN or flat fading channel condition multiplexing multiple access CODEC MODEM Wireless Channel Important

More information

Annex. 1.3 Measuring information

Annex. 1.3 Measuring information Annex This appendix discusses the interrelated concepts of information, information source, channel capacity, and bandwidth. The first three concepts relate to a digital channel, while bandwidth concerns

More information

Swedish College of Engineering and Technology Rahim Yar Khan

Swedish College of Engineering and Technology Rahim Yar Khan PRACTICAL WORK BOOK Telecommunication Systems and Applications (TL-424) Name: Roll No.: Batch: Semester: Department: Swedish College of Engineering and Technology Rahim Yar Khan Introduction Telecommunication

More information

Communication Channels

Communication Channels Communication Channels wires (PCB trace or conductor on IC) optical fiber (attenuation 4dB/km) broadcast TV (50 kw transmit) voice telephone line (under -9 dbm or 110 µw) walkie-talkie: 500 mw, 467 MHz

More information

CHANNEL ENCODING & DECODING. Binary Interface

CHANNEL ENCODING & DECODING. Binary Interface CHANNEL ENCODING & DECODING Input Source Encoder Channel Encoder Binary Interface Channel Output Source Decoder Channel Decoder 1 Simplest Example of channel encoding A sequence of binary digits is mapped,

More information

EE6604 Personal & Mobile Communications. Week 10. Modulation Techniques

EE6604 Personal & Mobile Communications. Week 10. Modulation Techniques EE6604 Personal & Mobile Communications Week 10 Modulation Techniques 1 Modulation for Wireless Systems To achieve high spectral efficiency, power- and bandwidth-efficient modulation techniques are used

More information

Objectives. Presentation Outline. Digital Modulation Revision

Objectives. Presentation Outline. Digital Modulation Revision Digital Modulation Revision Professor Richard Harris Objectives To identify the key points from the lecture material presented in the Digital Modulation section of this paper. What is in the examination

More information

Chapter 14 MODULATION INTRODUCTION

Chapter 14 MODULATION INTRODUCTION Chapter 14 MODULATION INTRODUCTION As we have seen in previous three chapters, different types of media need different types of electromagnetic signals to carry information from the source to the destination.

More information

Introduction to Communications Part Two: Physical Layer Ch5: Analog Transmission. Goals of This Class. Warm Up. Outline of the Class

Introduction to Communications Part Two: Physical Layer Ch5: Analog Transmission. Goals of This Class. Warm Up. Outline of the Class Introduction to Communications Part Two: Physical Layer Ch5: Analog Transmission Kuang Chiu Huang TCM NCKU Spring/2008 2009/4/11 KuangChiu Huang 1 Goals of This Class Through the lecture of analog transmission,

More information

Lecture #2. EE 471C / EE 381K-17 Wireless Communication Lab. Professor Robert W. Heath Jr.

Lecture #2. EE 471C / EE 381K-17 Wireless Communication Lab. Professor Robert W. Heath Jr. Lecture #2 EE 471C / EE 381K-17 Wireless Communication Lab Professor Robert W. Heath Jr. Preview of today s lecture u Introduction to digital communication u Components of a digital communication system

More information

Chapter 2 Direct-Sequence Systems

Chapter 2 Direct-Sequence Systems Chapter 2 Direct-Sequence Systems A spread-spectrum signal is one with an extra modulation that expands the signal bandwidth greatly beyond what is required by the underlying coded-data modulation. Spread-spectrum

More information

BER Performance with GNU Radio

BER Performance with GNU Radio BER Performance with GNU Radio Digital Modulation Digital modulation is the process of translating a digital bit stream to analog waveforms that can be sent over a frequency band In digital modulation,

More information

Mobile Communications

Mobile Communications Mobile Communications Wen-Shen Wuen Trans. Wireless Technology Laboratory National Chiao Tung University WS Wuen Mobile Communications 1 Outline Outline 1 Structure of Wireless Communication Link 2 Analog

More information

EITG05 Digital Communications

EITG05 Digital Communications Fourier transform EITG05 Digital Communications Lecture 4 Bandwidth of Transmitted Signals Michael Lentmaier Thursday, September 3, 08 X(f )F{x(t)} x(t) e jπ ft dt X Re (f )+jx Im (f ) X(f ) e jϕ(f ) x(t)f

More information

Introduction to OFDM

Introduction to OFDM Introduction to OFDM Fire Tom Wada Professor, Information Engineering, Univ. of the Ryukyus Chief Scientist at Magna Design Net, Inc wada@ie.u-ryukyu.ac.jp http://www.ie.u-ryukyu.ac.jp/~wada/ 11/2/29 1

More information

Speech, music, images, and video are examples of analog signals. Each of these signals is characterized by its bandwidth, dynamic range, and the

Speech, music, images, and video are examples of analog signals. Each of these signals is characterized by its bandwidth, dynamic range, and the Speech, music, images, and video are examples of analog signals. Each of these signals is characterized by its bandwidth, dynamic range, and the nature of the signal. For instance, in the case of audio

More information

Outline : Wireless Networks Lecture 6: Physical Layer Coding and Modulation 1. Basic Modulation Techniques. From Signals to Packets.

Outline : Wireless Networks Lecture 6: Physical Layer Coding and Modulation 1. Basic Modulation Techniques. From Signals to Packets. Outline 18-759 : Wireless Networks Leure 6: Physial Layer Coding and Modulation 1 Peter Steenkiste Departments of Computer Siene and Elerial and Computer Engineering Spring Semester 2016 http://www.s.mu.edu/~prs/wirelesss16/

More information

Implementation of Digital Signal Processing: Some Background on GFSK Modulation

Implementation of Digital Signal Processing: Some Background on GFSK Modulation Implementation of Digital Signal Processing: Some Background on GFSK Modulation Sabih H. Gerez University of Twente, Department of Electrical Engineering s.h.gerez@utwente.nl Version 5 (March 9, 2016)

More information

Spread spectrum. Outline : 1. Baseband 2. DS/BPSK Modulation 3. CDM(A) system 4. Multi-path 5. Exercices. Exercise session 7 : Spread spectrum 1

Spread spectrum. Outline : 1. Baseband 2. DS/BPSK Modulation 3. CDM(A) system 4. Multi-path 5. Exercices. Exercise session 7 : Spread spectrum 1 Spread spectrum Outline : 1. Baseband 2. DS/BPSK Modulation 3. CDM(A) system 4. Multi-path 5. Exercices Exercise session 7 : Spread spectrum 1 1. Baseband +1 b(t) b(t) -1 T b t Spreading +1-1 T c t m(t)

More information

a) Abasebanddigitalcommunicationsystemhasthetransmitterfilterg(t) thatisshowninthe figure, and a matched filter at the receiver.

a) Abasebanddigitalcommunicationsystemhasthetransmitterfilterg(t) thatisshowninthe figure, and a matched filter at the receiver. DIGITAL COMMUNICATIONS PART A (Time: 60 minutes. Points 4/0) Last Name(s):........................................................ First (Middle) Name:.................................................

More information

RF Basics 15/11/2013

RF Basics 15/11/2013 27 RF Basics 15/11/2013 Basic Terminology 1/2 dbm is a measure of RF Power referred to 1 mw (0 dbm) 10mW(10dBm), 500 mw (27dBm) PER Packet Error Rate [%] percentage of the packets not successfully received

More information

DT Filters 2/19. Atousa Hajshirmohammadi, SFU

DT Filters 2/19. Atousa Hajshirmohammadi, SFU 1/19 ENSC380 Lecture 23 Objectives: Signals and Systems Fourier Analysis: Discrete Time Filters Analog Communication Systems Double Sideband, Sub-pressed Carrier Modulation (DSBSC) Amplitude Modulation

More information

CHETTINAD COLLEGE OF ENGINEERING & TECHNOLOGY NH-67, TRICHY MAIN ROAD, PULIYUR, C.F , KARUR DT.

CHETTINAD COLLEGE OF ENGINEERING & TECHNOLOGY NH-67, TRICHY MAIN ROAD, PULIYUR, C.F , KARUR DT. CHETTINAD COLLEGE OF ENGINEERING & TECHNOLOGY NH-67, TRICHY MAIN ROAD, PULIYUR, C.F. 639 114, KARUR DT. DEPARTMENT OF ELECTRONICS AND COMMUNICATION ENGINEERING COURSE MATERIAL Subject Name: Analog & Digital

More information

HW 6 Due: November 3, 10:39 AM (in class)

HW 6 Due: November 3, 10:39 AM (in class) ECS 332: Principles of Communications 2015/1 HW 6 Due: November 3, 10:39 AM (in class) Lecturer: Prapun Suksompong, Ph.D. Instructions (a) ONE part of a question will be graded (5 pt). Of course, you do

More information