Chapter 7: Pulse Modulation

Size: px
Start display at page:

Download "Chapter 7: Pulse Modulation"

Transcription

1 Pulse shaping (continued) For multichannel TDM case: T and B For finite-width sample pulses: X (ω) Q(ω) where is the Fourier transform of sample pulse (slides 5-7). Problem (Example 7.3.1): Twenty PAM signals, each band-limited to 3 khz and sampled at 8 khz, are timemultiplexed prior to transmission. Choose a raised-cosine filter characteristic that will permit transmission of this multiplexed signal within an absolute maximum bandwidth of 120 khz. Solution: (1) We know n = 20, fm = 3 khz, T 1 = 8 khz. T 1 1+ α (2) T x = =, Bx = 120 khz α 0.5. n 160 khz 2T x T x ERG2310A: Principles of Communication Systems ( ) 25 Bx H ( ω) = X ( ω) Q( ω)

2 Different analog pulse modulation methods (slide 2) PAM: constant-width, uniformly spaced pulses whose amplitude is proportional to the values of f (t) at the sampling instants. PWM: constant-amplitude pulses whose width is proportional to the values of f (t) at the sampling instants. PPM: constant-width, constant-amplitude pulses whose position is proportional to the values of f (t) at the sampling instants. Remarks (1) PWM is a popular choice where the remote proportional control of a position or a position rate is desired. (2) Disadvantages of PWM include the necessity for detection of both pulse edges and a relatively large guard time is needed. (3) Only the trailing edges of the PWM waveforms contain the modulating information. PPM conveys only the timing marks of the trailing edges. (4) PAM and PWM are self-clocking (the waveform presents clock timing), while the use of PPM requires a method of regenerating clock timing. (5) PWM and PPM are nonlinear, Fourier analysis cannot be used directly. ERG2310A: Principles of Communication Systems ( ) 26

3 Generation of PWM and PPM signals ERG2310A: Principles of Communication Systems ( ) 27

4 Single-to-noise ratios in PAM reception: S o = N o S N i i Assumptions: (1) the signal and the additive noise present in the input to the PAM receiver are band-limited. (2) The conditions of the sampling theorem are satisfied. Remarks: (1) this result can be extended to time-multiplexed PAM if the samples from adjacent channels are independent. (2) this result is the same as that for SSB-SC system (chapter 5). Single-to-noise ratios in PPM reception: Assumption: the average output noise power is S o 2 measured in the absence of modulation and for a large SNR. Remark: the SNR improvement in a PPM system is proportional to the square of the system (transmission) bandwidth B, just as it was for angle-modulation (FM or PM) systems (chapter 6). N o B S N i i ERG2310A: Principles of Communication Systems ( ) 28

5 Analog pulse modulation (PAM, PWM and PPM) The analog information is transmitted at discrete times. M-ary PAM: the sampled analog signal is quantized into M discrete levels and then transmitted at discrete times. Pulse-code modulation (PCM) (1) Quantization: the sampled analog signal is quantized into a number of discrete levels. Linear : uniformly spaced levels Nonlinear : non-uniformly spaced levels ERG2310A: Principles of Communication Systems ( ) 29

6 Pulse-code modulation (PCM) (continued) (2) Digitization: assign a digit to each level (one-to-one mapping) so that the waveform is reduced to a set of digits at the successive sample times. (3) Code: the digits are expressed in a coded form. Binary code (i.e. a code using only two possible pulse levels) is the most popular choice. (8 levels) (3-bit code) Transmission of PCM signal In a binary code, each pulse can represent one of two possible states, 0 or 1, this basic quantum unit for conveying information is called a binary unit (bit). ERG2310A: Principles of Communication Systems ( ) 30

7 Pulse-code modulation (PCM) (continued) Systems making use of the transmission of digitized (i.e. quantized and coded) signals are called PCM systems. Advantages of PCM systems In long-distance communications, PCM signals can be completely regenerated (noise-free) at intermediate repeater stations because all the information is contained in the code. The effects of noise do not accumulate and only the transmission noise between adjacent repeaters need be concerned. Modulating and demodulating circuitry is all digital, thus affording high reliability and stability. Signals may be stored and time scaled efficiently. Efficient codes can be utilized to reduce unnecessary repetition (redundancy) in message. source coding Appropriate coding can reduce the effects of noise and interference. channel coding ERG2310A: Principles of Communication Systems ( ) 31

8 Generation of PCM signals The central operation is that of the analog-to-digital (A/D) converter, which encodes analog signals into digital codes. Method 1: ramp encoder It uses relatively few precision components. The chief limitation is in the required linearity of the ramp voltage generated. Speed of operation is limited by the speed of the binary counter. ERG2310A: Principles of Communication Systems ( ) 32

9 Generation of PCM signals (continued) Method 2: feedback encoder Trial voltage Successive trial voltages are governed by the outcomes of previous decisions (whether the previous trial voltage is greater or less than the level of the analog input). Usually the routine is designed to take one-half the remaining voltage interval for each trial so that the trials converge rapidly. The accuracy depends on the accuracy of the trial voltages. Speed is limited by the speed of voltage-dividers and switches. It requires precision components and offers accurate encoding. ERG2310A: Principles of Communication Systems ( ) 33

10 Generation of PCM signals (continued) Method 3: parallel (or flash) encoder Each comparator has its own reference. Outputs of all comparators are compared by digital logic circuits to determine the binary code output for each sample value. This parallel encoder can be operated at extremely high m speeds at the expense of providing ( n 1 = 2 1) comparators for m-bit quantization. ERG2310A: Principles of Communication Systems ( ) 34

11 Suboptimal PCM decoder Transmission noise is not considered. Resistive dividers are operated by switches that are controlled by the binary code. By weighting the resulting voltage levels in the same proportions as the weights of the code pulses, we reproduce a composite voltage, which reproduces the original quantized voltage. This receiver is simple and widely used in instrumentation systems. It is generally not used on long-distance communication systems, which attempt to maintain as low an error rate as possible. ERG2310A: Principles of Communication Systems ( ) 35

12 Representations of binary PCM code (Return-to-zero) (Return-to-bias) (Alternate Mark Inversion) (Bipolar return-to-zero) (Non-return-to-zero) ERG2310A: Principles of Communication Systems ( ) 36

13 Representations of binary PCM code (continued) Return-to-zero (RZ): One ; Zero 0. Return-to-bias (RB): One ; Zero. Alternate mark inversion (AMI) or bipolar return-to-zero (BRZ): 1 odd One s, even One s ; Zero b. Split phase (Manchester): One ; Zero. Split phase (mark): One a phase reversal; Zero no change. Non-return-to-zero (L): One 1 ; Zero Non-return-to-zero (M): One a level change; Zero no change. Non-return-to-zero (S): One no change; Zero a level change. Delay modulation (Miller code): a One is represented by a signal transition at the midpoint of a bit interval. A Zero is represented by no transition unless it is followed by another Zero, in which case the signal transition occurs at the end of the bit interval. 0 b 0 b b b 0 1 ERG2310A: Principles of Communication Systems ( ) 37

14 Choice of these different representations of the binary code information will depend somewhat on the type of modulation and demodulation employed and other constrains on bandwidth, receiver complexity, etc. Bandwidth efficiency: the number of transmitted bits per second per Hertz (bps/hz). The fundamental frequency for alternating levels in a binary code (bit) stream ( : the bit interval). T b Tb Tb NRZ and Miller code representations Other code representations NRZ and Miller code representations can transmit 2 bps/hz. While the others can transmit 1 bps/hz. ERG2310A: Principles of Communication Systems ( ) 38

15 Required bandwidth for a binary PCM system n Let be the number of quantization levels. As binary code is used, the number of bits per sample is log2 n, where x is the ceil function (e.g. 4.8 = 4.2 = 5). Let T be the sampling period. The number of bits per second to be sent is log 2 n T. Consider the bandwidth efficiencies for different code representations, the minimum bandwidths required are 1 log2 n B log n (NRZ & Miller) 2 B 2 T T Extend the results to the time-multiplexed case, we have 1 log 2 n B log n (NRZ & Miller) 2 x Bx 2 Tx Tx (RZ, RB, AMI, Manchester & mark) (RZ, RB, AMI, Manchester & mark) ERG2310A: Principles of Communication Systems ( ) 39

16 Transmission of a binary code (bit) stream For electromagnetic propagation, the binary code (bit) stream is used to modulate a high-frequency continuous wave (CW) carrier, say a high-frequency sinusoidal signal. Amplitudeshift keying Frequencyshift keying Phaseshift keying ERG2310A: Principles of Communication Systems ( ) 40

Digital Baseband Modulation

Digital Baseband Modulation Digital Baseband Modulation Later Outline Baseband & Bandpass Waveforms Baseband & Bandpass Waveforms, Modulation A Communication System Dig. Baseband Modulators (Line Coders) Sequence of bits are modulated

More information

How To Encode Data From A Signal To A Signal (Wired) To A Bitcode (Wired Or Coaxial)

How To Encode Data From A Signal To A Signal (Wired) To A Bitcode (Wired Or Coaxial) Physical Layer Part 2 Data Encoding Techniques Networks: Data Encoding 1 Analog and Digital Transmissions Figure 2-23.The use of both analog and digital transmissions for a computer to computer call. Conversion

More information

Voice---is analog in character and moves in the form of waves. 3-important wave-characteristics:

Voice---is analog in character and moves in the form of waves. 3-important wave-characteristics: Voice Transmission --Basic Concepts-- Voice---is analog in character and moves in the form of waves. 3-important wave-characteristics: Amplitude Frequency Phase Voice Digitization in the POTS Traditional

More information

Digital Transmission of Analog Data: PCM and Delta Modulation

Digital Transmission of Analog Data: PCM and Delta Modulation Digital Transmission of Analog Data: PCM and Delta Modulation Required reading: Garcia 3.3.2 and 3.3.3 CSE 323, Fall 200 Instructor: N. Vlajic Digital Transmission of Analog Data 2 Digitization process

More information

PCM Encoding and Decoding:

PCM Encoding and Decoding: PCM Encoding and Decoding: Aim: Introduction to PCM encoding and decoding. Introduction: PCM Encoding: The input to the PCM ENCODER module is an analog message. This must be constrained to a defined bandwidth

More information

Digital Modulation. David Tipper. Department of Information Science and Telecommunications University of Pittsburgh. Typical Communication System

Digital Modulation. David Tipper. Department of Information Science and Telecommunications University of Pittsburgh. Typical Communication System Digital Modulation David Tipper Associate Professor Department of Information Science and Telecommunications University of Pittsburgh http://www.tele.pitt.edu/tipper.html Typical Communication System Source

More information

Example/ an analog signal f ( t) ) is sample by f s = 5000 Hz draw the sampling signal spectrum. Calculate min. sampling frequency.

Example/ an analog signal f ( t) ) is sample by f s = 5000 Hz draw the sampling signal spectrum. Calculate min. sampling frequency. 1 2 3 4 Example/ an analog signal f ( t) = 1+ cos(4000πt ) is sample by f s = 5000 Hz draw the sampling signal spectrum. Calculate min. sampling frequency. Sol/ H(f) -7KHz -5KHz -3KHz -2KHz 0 2KHz 3KHz

More information

Computer Networks and Internets, 5e Chapter 6 Information Sources and Signals. Introduction

Computer Networks and Internets, 5e Chapter 6 Information Sources and Signals. Introduction Computer Networks and Internets, 5e Chapter 6 Information Sources and Signals Modified from the lecture slides of Lami Kaya (LKaya@ieee.org) for use CECS 474, Fall 2008. 2009 Pearson Education Inc., Upper

More information

Sampling Theorem Notes. Recall: That a time sampled signal is like taking a snap shot or picture of signal periodically.

Sampling Theorem Notes. Recall: That a time sampled signal is like taking a snap shot or picture of signal periodically. Sampling Theorem We will show that a band limited signal can be reconstructed exactly from its discrete time samples. Recall: That a time sampled signal is like taking a snap shot or picture of signal

More information

T = 1 f. Phase. Measure of relative position in time within a single period of a signal For a periodic signal f(t), phase is fractional part t p

T = 1 f. Phase. Measure of relative position in time within a single period of a signal For a periodic signal f(t), phase is fractional part t p Data Transmission Concepts and terminology Transmission terminology Transmission from transmitter to receiver goes over some transmission medium using electromagnetic waves Guided media. Waves are guided

More information

NRZ Bandwidth - HF Cutoff vs. SNR

NRZ Bandwidth - HF Cutoff vs. SNR Application Note: HFAN-09.0. Rev.2; 04/08 NRZ Bandwidth - HF Cutoff vs. SNR Functional Diagrams Pin Configurations appear at end of data sheet. Functional Diagrams continued at end of data sheet. UCSP

More information

TUTORIAL FOR CHAPTER 8

TUTORIAL FOR CHAPTER 8 TUTORIAL FOR CHAPTER 8 PROBLEM 1) The informaiton in four analog signals is to be multiplexed and transmitted over a telephone channel that has a 400 to 3100 Hz bandpass. Each of the analog baseband signals

More information

Digital Transmission (Line Coding)

Digital Transmission (Line Coding) Digital Transmission (Line Coding) Pulse Transmission Source Multiplexer Line Coder Line Coding: Output of the multiplexer (TDM) is coded into electrical pulses or waveforms for the purpose of transmission

More information

1. (Ungraded) A noiseless 2-kHz channel is sampled every 5 ms. What is the maximum data rate?

1. (Ungraded) A noiseless 2-kHz channel is sampled every 5 ms. What is the maximum data rate? Homework 2 Solution Guidelines CSC 401, Fall, 2011 1. (Ungraded) A noiseless 2-kHz channel is sampled every 5 ms. What is the maximum data rate? 1. In this problem, the channel being sampled gives us the

More information

TCOM 370 NOTES 99-6 VOICE DIGITIZATION AND VOICE/DATA INTEGRATION

TCOM 370 NOTES 99-6 VOICE DIGITIZATION AND VOICE/DATA INTEGRATION TCOM 370 NOTES 99-6 VOICE DIGITIZATION AND VOICE/DATA INTEGRATION (Please read appropriate parts of Section 2.5.2 in book) 1. VOICE DIGITIZATION IN THE PSTN The frequencies contained in telephone-quality

More information

Objectives. Lecture 4. How do computers communicate? How do computers communicate? Local asynchronous communication. How do computers communicate?

Objectives. Lecture 4. How do computers communicate? How do computers communicate? Local asynchronous communication. How do computers communicate? Lecture 4 Continuation of transmission basics Chapter 3, pages 75-96 Dave Novak School of Business University of Vermont Objectives Line coding Modulation AM, FM, Phase Shift Multiplexing FDM, TDM, WDM

More information

What s The Difference Between Bit Rate And Baud Rate?

What s The Difference Between Bit Rate And Baud Rate? What s The Difference Between Bit Rate And Baud Rate? Apr. 27, 2012 Lou Frenzel Electronic Design Serial-data speed is usually stated in terms of bit rate. However, another oftquoted measure of speed is

More information

RF Measurements Using a Modular Digitizer

RF Measurements Using a Modular Digitizer RF Measurements Using a Modular Digitizer Modern modular digitizers, like the Spectrum M4i series PCIe digitizers, offer greater bandwidth and higher resolution at any given bandwidth than ever before.

More information

Analog and Digital Signals, Time and Frequency Representation of Signals

Analog and Digital Signals, Time and Frequency Representation of Signals 1 Analog and Digital Signals, Time and Frequency Representation of Signals Required reading: Garcia 3.1, 3.2 CSE 3213, Fall 2010 Instructor: N. Vlajic 2 Data vs. Signal Analog vs. Digital Analog Signals

More information

Analog vs. Digital Transmission

Analog vs. Digital Transmission Analog vs. Digital Transmission Compare at two levels: 1. Data continuous (audio) vs. discrete (text) 2. Signaling continuously varying electromagnetic wave vs. sequence of voltage pulses. Also Transmission

More information

MODULATION Systems (part 1)

MODULATION Systems (part 1) Technologies and Services on Digital Broadcasting (8) MODULATION Systems (part ) "Technologies and Services of Digital Broadcasting" (in Japanese, ISBN4-339-62-2) is published by CORONA publishing co.,

More information

Physical Layer, Part 2 Digital Transmissions and Multiplexing

Physical Layer, Part 2 Digital Transmissions and Multiplexing Physical Layer, Part 2 Digital Transmissions and Multiplexing These slides are created by Dr. Yih Huang of George Mason University. Students registered in Dr. Huang's courses at GMU can make a single machine-readable

More information

DT3: RF On/Off Remote Control Technology. Rodney Singleton Joe Larsen Luis Garcia Rafael Ocampo Mike Moulton Eric Hatch

DT3: RF On/Off Remote Control Technology. Rodney Singleton Joe Larsen Luis Garcia Rafael Ocampo Mike Moulton Eric Hatch DT3: RF On/Off Remote Control Technology Rodney Singleton Joe Larsen Luis Garcia Rafael Ocampo Mike Moulton Eric Hatch Agenda Radio Frequency Overview Frequency Selection Signals Methods Modulation Methods

More information

DigiPoints Volume 1. Student Workbook. Module 4 Bandwidth Management

DigiPoints Volume 1. Student Workbook. Module 4 Bandwidth Management Bandwidth Management Page 4.1 DigiPoints Volume 1 Module 4 Bandwidth Management Summary This module will cover Time Division Multiplexing (TDM). TDM technology allows many users to access a particular

More information

Lecture 2 Outline. EE 179, Lecture 2, Handout #3. Information representation. Communication system block diagrams. Analog versus digital systems

Lecture 2 Outline. EE 179, Lecture 2, Handout #3. Information representation. Communication system block diagrams. Analog versus digital systems Lecture 2 Outline EE 179, Lecture 2, Handout #3 Information representation Communication system block diagrams Analog versus digital systems Performance metrics Data rate limits Next lecture: signals and

More information

(Refer Slide Time: 2:10)

(Refer Slide Time: 2:10) Data Communications Prof. A. Pal Department of Computer Science & Engineering Indian Institute of Technology, Kharagpur Lecture-12 Multiplexer Applications-1 Hello and welcome to today s lecture on multiplexer

More information

INTRODUCTION TO COMMUNICATION SYSTEMS AND TRANSMISSION MEDIA

INTRODUCTION TO COMMUNICATION SYSTEMS AND TRANSMISSION MEDIA COMM.ENG INTRODUCTION TO COMMUNICATION SYSTEMS AND TRANSMISSION MEDIA 9/6/2014 LECTURES 1 Objectives To give a background on Communication system components and channels (media) A distinction between analogue

More information

Introduction to Digital Audio

Introduction to Digital Audio Introduction to Digital Audio Before the development of high-speed, low-cost digital computers and analog-to-digital conversion circuits, all recording and manipulation of sound was done using analog techniques.

More information

DIGITAL-TO-ANALOGUE AND ANALOGUE-TO-DIGITAL CONVERSION

DIGITAL-TO-ANALOGUE AND ANALOGUE-TO-DIGITAL CONVERSION DIGITAL-TO-ANALOGUE AND ANALOGUE-TO-DIGITAL CONVERSION Introduction The outputs from sensors and communications receivers are analogue signals that have continuously varying amplitudes. In many systems

More information

Broadband Networks. Prof. Dr. Abhay Karandikar. Electrical Engineering Department. Indian Institute of Technology, Bombay. Lecture - 29.

Broadband Networks. Prof. Dr. Abhay Karandikar. Electrical Engineering Department. Indian Institute of Technology, Bombay. Lecture - 29. Broadband Networks Prof. Dr. Abhay Karandikar Electrical Engineering Department Indian Institute of Technology, Bombay Lecture - 29 Voice over IP So, today we will discuss about voice over IP and internet

More information

Large-Capacity Optical Transmission Technologies Supporting the Optical Submarine Cable System

Large-Capacity Optical Transmission Technologies Supporting the Optical Submarine Cable System Large-Capacity Optical Transmission Technologies Supporting the Optical Submarine Cable System INOUE Takanori Abstract As one of the foundations of the global network, the submarine cable system is required

More information

EECC694 - Shaaban. Transmission Channel

EECC694 - Shaaban. Transmission Channel The Physical Layer: Data Transmission Basics Encode data as energy at the data (information) source and transmit the encoded energy using transmitter hardware: Possible Energy Forms: Electrical, light,

More information

Digital to Analog and Analog to Digital Conversion

Digital to Analog and Analog to Digital Conversion Real world (lab) is Computer (binary) is digital Digital to Analog and Analog to Digital Conversion V t V t D/A or DAC and A/D or ADC D/A Conversion Computer DAC A/D Conversion Computer DAC Digital to

More information

Fiber Optic Communications Educational Toolkit

Fiber Optic Communications Educational Toolkit Fiber Optic Communications Educational Toolkit ASEE National Conference Summer 2008 Dr. Akram Abu-aisheh & Dr. Jonathan Hill Introduction The main motive for this work was the need for a low cost laboratory

More information

TCOM 370 NOTES 99-4 BANDWIDTH, FREQUENCY RESPONSE, AND CAPACITY OF COMMUNICATION LINKS

TCOM 370 NOTES 99-4 BANDWIDTH, FREQUENCY RESPONSE, AND CAPACITY OF COMMUNICATION LINKS TCOM 370 NOTES 99-4 BANDWIDTH, FREQUENCY RESPONSE, AND CAPACITY OF COMMUNICATION LINKS 1. Bandwidth: The bandwidth of a communication link, or in general any system, was loosely defined as the width of

More information

HD Radio FM Transmission System Specifications Rev. F August 24, 2011

HD Radio FM Transmission System Specifications Rev. F August 24, 2011 HD Radio FM Transmission System Specifications Rev. F August 24, 2011 SY_SSS_1026s TRADEMARKS HD Radio and the HD, HD Radio, and Arc logos are proprietary trademarks of ibiquity Digital Corporation. ibiquity,

More information

CHAPTER 8 MULTIPLEXING

CHAPTER 8 MULTIPLEXING CHAPTER MULTIPLEXING 3 ANSWERS TO QUESTIONS.1 Multiplexing is cost-effective because the higher the data rate, the more cost-effective the transmission facility.. Interference is avoided under frequency

More information

The Phase Modulator In NBFM Voice Communication Systems

The Phase Modulator In NBFM Voice Communication Systems The Phase Modulator In NBFM Voice Communication Systems Virgil Leenerts 8 March 5 The phase modulator has been a point of discussion as to why it is used and not a frequency modulator in what are called

More information

Analog Representations of Sound

Analog Representations of Sound Analog Representations of Sound Magnified phonograph grooves, viewed from above: The shape of the grooves encodes the continuously varying audio signal. Analog to Digital Recording Chain ADC Microphone

More information

CDMA TECHNOLOGY. Brief Working of CDMA

CDMA TECHNOLOGY. Brief Working of CDMA CDMA TECHNOLOGY History of CDMA The Cellular Challenge The world's first cellular networks were introduced in the early 1980s, using analog radio transmission technologies such as AMPS (Advanced Mobile

More information

Satellite Telemetry, Tracking and Control Subsystems

Satellite Telemetry, Tracking and Control Subsystems Satellite Telemetry, Tracking and Control Subsystems Col John E. Keesee 1 Overview The telemetry, tracking and control subsystem provides vital communication to and from the spacecraft TT&C is the only

More information

LAB 7 MOSFET CHARACTERISTICS AND APPLICATIONS

LAB 7 MOSFET CHARACTERISTICS AND APPLICATIONS LAB 7 MOSFET CHARACTERISTICS AND APPLICATIONS Objective In this experiment you will study the i-v characteristics of an MOS transistor. You will use the MOSFET as a variable resistor and as a switch. BACKGROUND

More information

LEVERAGING FPGA AND CPLD DIGITAL LOGIC TO IMPLEMENT ANALOG TO DIGITAL CONVERTERS

LEVERAGING FPGA AND CPLD DIGITAL LOGIC TO IMPLEMENT ANALOG TO DIGITAL CONVERTERS LEVERAGING FPGA AND CPLD DIGITAL LOGIC TO IMPLEMENT ANALOG TO DIGITAL CONVERTERS March 2010 Lattice Semiconductor 5555 Northeast Moore Ct. Hillsboro, Oregon 97124 USA Telephone: (503) 268-8000 www.latticesemi.com

More information

RECOMMENDATION ITU-R BO.786 *

RECOMMENDATION ITU-R BO.786 * Rec. ITU-R BO.786 RECOMMENDATION ITU-R BO.786 * MUSE ** system for HDTV broadcasting-satellite services (Question ITU-R /) (992) The ITU Radiocommunication Assembly, considering a) that the MUSE system

More information

Adding Heart to Your Technology

Adding Heart to Your Technology RMCM-01 Heart Rate Receiver Component Product code #: 39025074 KEY FEATURES High Filtering Unit Designed to work well on constant noise fields SMD component: To be installed as a standard component to

More information

Sigma- Delta Modulator Simulation and Analysis using MatLab

Sigma- Delta Modulator Simulation and Analysis using MatLab Computer and Information Science; Vol. 5, No. 5; 2012 ISSN 1913-8989 E-ISSN 1913-8997 Published by Canadian Center of Science and Education Sigma- Delta Modulator Simulation and Analysis using MatLab Thuneibat

More information

Appendix C GSM System and Modulation Description

Appendix C GSM System and Modulation Description C1 Appendix C GSM System and Modulation Description C1. Parameters included in the modelling In the modelling the number of mobiles and their positioning with respect to the wired device needs to be taken

More information

Computers Are Your Future. 2006 Prentice-Hall, Inc.

Computers Are Your Future. 2006 Prentice-Hall, Inc. Computers Are Your Future 2006 Prentice-Hall, Inc. Computers Are Your Future Chapter 3 Wired and Wireless Communication 2006 Prentice-Hall, Inc Slide 2 What You Will Learn... ü The definition of bandwidth

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 4 (February 7, 2013)

More information

Introduction to FM-Stereo-RDS Modulation

Introduction to FM-Stereo-RDS Modulation Introduction to FM-Stereo-RDS Modulation Ge, Liang Tan, EK Kelly, Joe Verigy, China Verigy, Singapore Verigy US 1. Introduction Frequency modulation (FM) has a long history of its application and is widely

More information

Lecture 3: Signaling and Clock Recovery. CSE 123: Computer Networks Stefan Savage

Lecture 3: Signaling and Clock Recovery. CSE 123: Computer Networks Stefan Savage Lecture 3: Signaling and Clock Recovery CSE 123: Computer Networks Stefan Savage Last time Protocols and layering Application Presentation Session Transport Network Datalink Physical Application Transport

More information

Lab 5 Getting started with analog-digital conversion

Lab 5 Getting started with analog-digital conversion Lab 5 Getting started with analog-digital conversion Achievements in this experiment Practical knowledge of coding of an analog signal into a train of digital codewords in binary format using pulse code

More information

Time and Frequency Domain Equalization

Time and Frequency Domain Equalization Time and Frequency Domain Equalization Presented By: Khaled Shawky Hassan Under Supervision of: Prof. Werner Henkel Introduction to Equalization Non-ideal analog-media such as telephone cables and radio

More information

Analog-to-Digital Voice Encoding

Analog-to-Digital Voice Encoding Analog-to-Digital Voice Encoding Basic Voice Encoding: Converting Analog to Digital This topic describes the process of converting analog signals to digital signals. Digitizing Analog Signals 1. Sample

More information

Higher National Unit Specification. General information for centres. Transmission of Measurement Signals. Unit code: DX4T 35

Higher National Unit Specification. General information for centres. Transmission of Measurement Signals. Unit code: DX4T 35 Higher National Unit Specification General information for centres Unit title: Transmission of Measurement Signals Unit code: DX4T 35 Unit purpose: This Unit is designed to enable candidates to gain knowledge

More information

Counters and Decoders

Counters and Decoders Physics 3330 Experiment #10 Fall 1999 Purpose Counters and Decoders In this experiment, you will design and construct a 4-bit ripple-through decade counter with a decimal read-out display. Such a counter

More information

Pulse Width Modulation

Pulse Width Modulation Pulse Width Modulation Pulse width modulation (PWM) is a powerful technique for controlling analog circuits with a microprocessor's digital outputs. PWM is employed in a wide variety of applications, ranging

More information

Department of Electrical and Computer Engineering Ben-Gurion University of the Negev. LAB 1 - Introduction to USRP

Department of Electrical and Computer Engineering Ben-Gurion University of the Negev. LAB 1 - Introduction to USRP Department of Electrical and Computer Engineering Ben-Gurion University of the Negev LAB 1 - Introduction to USRP - 1-1 Introduction In this lab you will use software reconfigurable RF hardware from National

More information

An Interpretation of MIL-STD-1553B

An Interpretation of MIL-STD-1553B Overview 1 An Interpretation of MIL-STD-1553B Overview 0. Introduction This document provides an explanation of each part of MIL-STD-1553 on clause-byclause basis. Each clause of the Standard is presented

More information

Multiplexing. Multiplexing is the set of techniques that allows the simultaneous transmission of multiple signals across a single physical medium.

Multiplexing. Multiplexing is the set of techniques that allows the simultaneous transmission of multiple signals across a single physical medium. Multiplexing Multiplexing is the set of techniques that allows the simultaneous transmission of multiple signals across a single physical medium. The following two factors in data communications lead to

More information

ASYNCHRONOUS COUNTERS

ASYNCHRONOUS COUNTERS LB no.. SYNCHONOUS COUNTES. Introduction Counters are sequential logic circuits that counts the pulses applied at their clock input. They usually have 4 bits, delivering at the outputs the corresponding

More information

Optical Encoders. K. Craig 1. Actuators & Sensors in Mechatronics. Optical Encoders

Optical Encoders. K. Craig 1. Actuators & Sensors in Mechatronics. Optical Encoders Any transducer that generates a coded reading of a measurement can be termed an encoder. Shaft Encoders are digital transducers that are used for measuring angular displacements and velocities. Relative

More information

DIGITAL TRANSMISSION AND CODING TECHNIQUES

DIGITAL TRANSMISSION AND CODING TECHNIQUES CHAPTER 12 DIGITAL TRANSMISSION AND CODING TECHNIQUES 12.1 INTRODUCTION Communications systems transmit signals by means of a number of coding techniques-electrical or optical. In this chapter, we review

More information

SAMPLE CHAPTERS UNESCO EOLSS DIGITAL INSTRUMENTS. García J. and García D.F. University of Oviedo, Spain

SAMPLE CHAPTERS UNESCO EOLSS DIGITAL INSTRUMENTS. García J. and García D.F. University of Oviedo, Spain DIGITAL INSTRUMENTS García J. and García D.F. University of Oviedo, Spain Keywords: analog-to-digital conversion, digital-to-analog conversion, data-acquisition systems, signal acquisition, signal conditioning,

More information

Timing Errors and Jitter

Timing Errors and Jitter Timing Errors and Jitter Background Mike Story In a sampled (digital) system, samples have to be accurate in level and time. The digital system uses the two bits of information the signal was this big

More information

EM 437 COMMUNICATION SYSTEMS II LABORATORY MANUAL 2006-2007 FALL

EM 437 COMMUNICATION SYSTEMS II LABORATORY MANUAL 2006-2007 FALL EM 437 COMMUNICATION SYSTEMS II LABORATORY MANUAL 2006-2007 FALL TABLE OF CONTENTS page LABORATORY RULES...3 CHAPTER 1: PULSE CODE MODULATION...4 1. 1. Introduction...4 1. 2. The Apparatus...4 1. 3. The

More information

Switch Mode Power Supply Topologies

Switch Mode Power Supply Topologies Switch Mode Power Supply Topologies The Buck Converter 2008 Microchip Technology Incorporated. All Rights Reserved. WebSeminar Title Slide 1 Welcome to this Web seminar on Switch Mode Power Supply Topologies.

More information

Manchester Encoder-Decoder for Xilinx CPLDs

Manchester Encoder-Decoder for Xilinx CPLDs Application Note: CoolRunner CPLDs R XAPP339 (v.3) October, 22 Manchester Encoder-Decoder for Xilinx CPLDs Summary This application note provides a functional description of VHDL and Verilog source code

More information

Intro to Practical Digital Communications

Intro to Practical Digital Communications Intro to Practical Digital Communications Lecture 2 Vladimir Stojanović 6.973 Communication System Design Spring 2006 Massachusetts Institute of Technology Discrete data transmission Messages are encoded

More information

Digital to Analog Converter. Raghu Tumati

Digital to Analog Converter. Raghu Tumati Digital to Analog Converter Raghu Tumati May 11, 2006 Contents 1) Introduction............................... 3 2) DAC types................................... 4 3) DAC Presented.............................

More information

Appendix D T1 Overview

Appendix D T1 Overview Appendix D T Overview GENERAL T refers to the primary digital telephone carrier system used in North America. T is one line type of the PCM T-carrier hierarchy listed in Table D-. T describes the cabling,

More information

Data Transmission. Data Communications Model. CSE 3461 / 5461: Computer Networking & Internet Technologies. Presentation B

Data Transmission. Data Communications Model. CSE 3461 / 5461: Computer Networking & Internet Technologies. Presentation B CSE 3461 / 5461: Computer Networking & Internet Technologies Data Transmission Presentation B Kannan Srinivasan 08/30/2012 Data Communications Model Figure 1.2 Studying Assignment: 3.1-3.4, 4.1 Presentation

More information

Introduction to Packet Voice Technologies and VoIP

Introduction to Packet Voice Technologies and VoIP Introduction to Packet Voice Technologies and VoIP Cisco Networking Academy Program Halmstad University Olga Torstensson 035-167575 olga.torstensson@ide.hh.se IP Telephony 1 Traditional Telephony 2 Basic

More information

1 Multi-channel frequency division multiplex frequency modulation (FDM-FM) emissions

1 Multi-channel frequency division multiplex frequency modulation (FDM-FM) emissions Rec. ITU-R SM.853-1 1 RECOMMENDATION ITU-R SM.853-1 NECESSARY BANDWIDTH (Question ITU-R 77/1) Rec. ITU-R SM.853-1 (1992-1997) The ITU Radiocommunication Assembly, considering a) that the concept of necessary

More information

Interfacing Analog to Digital Data Converters

Interfacing Analog to Digital Data Converters Converters In most of the cases, the PIO 8255 is used for interfacing the analog to digital converters with microprocessor. We have already studied 8255 interfacing with 8086 as an I/O port, in previous

More information

TECHNICAL TBR 12 BASIS for December 1993 REGULATION

TECHNICAL TBR 12 BASIS for December 1993 REGULATION TECHNICAL TBR 12 BASIS for December 1993 REGULATION Source: ETSI TC-BT Reference: DTBR/BT-02036 ICS: 33.040.40 Key words: ONP, leased lines, D2048U Business Telecommunications (BT); Open Network Provision

More information

Hideo Okawara s Mixed Signal Lecture Series. DSP-Based Testing Fundamentals 46 Per-pin Signal Generator

Hideo Okawara s Mixed Signal Lecture Series. DSP-Based Testing Fundamentals 46 Per-pin Signal Generator Hideo Okawara s Mixed Signal Lecture Series DSP-Based Testing Fundamentals 46 Per-pin Signal Generator Advantest Corporation, Tokyo Japan August 2012 Preface to the Series ADC and DAC are the most typical

More information

LOW COST MOTOR PROTECTION FILTERS FOR PWM DRIVE APPLICATIONS STOPS MOTOR DAMAGE

LOW COST MOTOR PROTECTION FILTERS FOR PWM DRIVE APPLICATIONS STOPS MOTOR DAMAGE LOW COST MOTOR PROTECTION FILTERS FOR PWM DRIVE APPLICATIONS STOPS MOTOR DAMAGE Karl M. Hink, Executive Vice President Originally presented at the Power Quality 99 Conference ABSTRACT Motor protection

More information

Pulse Width Modulation Applications

Pulse Width Modulation Applications Pulse Width Modulation Applications Lecture 21 EE 383 Microcomputers Learning Objectives What is DTMF? How to use PWM to generate DTMF? How to use PWM to control a servo motor? How to use PWM to control

More information

Tamura Closed Loop Hall Effect Current Sensors

Tamura Closed Loop Hall Effect Current Sensors Tamura Closed Loop Hall Effect Current Sensors AC, DC, & Complex Currents Galvanic Isolation Fast Response Wide Frequency Bandwidth Quality & Reliability RoHs Compliance Closed Loop Hall Effect Sensors

More information

Non-Data Aided Carrier Offset Compensation for SDR Implementation

Non-Data Aided Carrier Offset Compensation for SDR Implementation Non-Data Aided Carrier Offset Compensation for SDR Implementation Anders Riis Jensen 1, Niels Terp Kjeldgaard Jørgensen 1 Kim Laugesen 1, Yannick Le Moullec 1,2 1 Department of Electronic Systems, 2 Center

More information

Appendix D Digital Modulation and GMSK

Appendix D Digital Modulation and GMSK D1 Appendix D Digital Modulation and GMSK A brief introduction to digital modulation schemes is given, showing the logical development of GMSK from simpler schemes. GMSK is of interest since it is used

More information

Spike-Based Sensing and Processing: What are spikes good for? John G. Harris Electrical and Computer Engineering Dept

Spike-Based Sensing and Processing: What are spikes good for? John G. Harris Electrical and Computer Engineering Dept Spike-Based Sensing and Processing: What are spikes good for? John G. Harris Electrical and Computer Engineering Dept ONR NEURO-SILICON WORKSHOP, AUG 1-2, 2006 Take Home Messages Introduce integrate-and-fire

More information

BSEE Degree Plan Bachelor of Science in Electrical Engineering: 2015-16

BSEE Degree Plan Bachelor of Science in Electrical Engineering: 2015-16 BSEE Degree Plan Bachelor of Science in Electrical Engineering: 2015-16 Freshman Year ENG 1003 Composition I 3 ENG 1013 Composition II 3 ENGR 1402 Concepts of Engineering 2 PHYS 2034 University Physics

More information

APPLICATION NOTE ULTRASONIC CERAMIC TRANSDUCERS

APPLICATION NOTE ULTRASONIC CERAMIC TRANSDUCERS APPLICATION NOTE ULTRASONIC CERAMIC TRANSDUCERS Selection and use of Ultrasonic Ceramic Transducers The purpose of this application note is to aid the user in the selection and application of the Ultrasonic

More information

The front end of the receiver performs the frequency translation, channel selection and amplification of the signal.

The front end of the receiver performs the frequency translation, channel selection and amplification of the signal. Many receivers must be capable of handling a very wide range of signal powers at the input while still producing the correct output. This must be done in the presence of noise and interference which occasionally

More information

Digital Audio. Fig. 1 Binary numbers

Digital Audio. Fig. 1 Binary numbers Digital Audio Prior to the advent of computers, sound recordings were made using exclusively analog systems, where the instantaneous signal amplitude was continuously conveyed by a voltage we could measure

More information

Basics of Digital Recording

Basics of Digital Recording Basics of Digital Recording CONVERTING SOUND INTO NUMBERS In a digital recording system, sound is stored and manipulated as a stream of discrete numbers, each number representing the air pressure at a

More information

What Does Communication (or Telecommunication) Mean?

What Does Communication (or Telecommunication) Mean? What Does Communication (or Telecommunication) Mean? The term communication (or telecommunication) means the transfer of some form of information from one place (known as the source of information) to

More information

40-Gb/s Dense Wavelength Division Multiplexing Transmission System

40-Gb/s Dense Wavelength Division Multiplexing Transmission System 40-Gb/s Dense Wavelength Division Multiplexing Transmission System Kazuo Wani Takeshi Ono (Manuscript received March 25, 2009) Fujitsu Telecom Networks develops supplies optical transmission systems for

More information

MP3 Player CSEE 4840 SPRING 2010 PROJECT DESIGN. zl2211@columbia.edu. ml3088@columbia.edu

MP3 Player CSEE 4840 SPRING 2010 PROJECT DESIGN. zl2211@columbia.edu. ml3088@columbia.edu MP3 Player CSEE 4840 SPRING 2010 PROJECT DESIGN Zheng Lai Zhao Liu Meng Li Quan Yuan zl2215@columbia.edu zl2211@columbia.edu ml3088@columbia.edu qy2123@columbia.edu I. Overview Architecture The purpose

More information

Timer A (0 and 1) and PWM EE3376

Timer A (0 and 1) and PWM EE3376 Timer A (0 and 1) and PWM EE3376 General Peripheral Programming Model Each peripheral has a range of addresses in the memory map peripheral has base address (i.e. 0x00A0) each register used in the peripheral

More information

Analog/Digital Conversion. Analog Signals. Digital Signals. Analog vs. Digital. Interfacing a microprocessor-based system to the real world.

Analog/Digital Conversion. Analog Signals. Digital Signals. Analog vs. Digital. Interfacing a microprocessor-based system to the real world. Analog/Digital Conversion Analog Signals Interacing a microprocessor-based system to the real world. continuous range x(t) Analog and digital signals he bridge: Sampling heorem Conversion concepts Conversion

More information

AN1200.04. Application Note: FCC Regulations for ISM Band Devices: 902-928 MHz. FCC Regulations for ISM Band Devices: 902-928 MHz

AN1200.04. Application Note: FCC Regulations for ISM Band Devices: 902-928 MHz. FCC Regulations for ISM Band Devices: 902-928 MHz AN1200.04 Application Note: FCC Regulations for ISM Band Devices: Copyright Semtech 2006 1 of 15 www.semtech.com 1 Table of Contents 1 Table of Contents...2 1.1 Index of Figures...2 1.2 Index of Tables...2

More information

Introduction to Digital Subscriber s Line (DSL)

Introduction to Digital Subscriber s Line (DSL) Introduction to Digital Subscriber s Line (DSL) Professor Fu Li, Ph.D., P.E. Chapter 3 DSL Fundementals BASIC CONCEPTS maximizes the transmission distance by use of modulation techniques but generally

More information

Making OSNR Measurements In a Modulated DWDM Signal Environment

Making OSNR Measurements In a Modulated DWDM Signal Environment Making OSNR Measurements In a Modulated DWDM Signal Environment Jack Dupre Jim Stimple Making OSNR measurements in a modulated DWDM signal environment May 2001 In a DWDM spectrum, it is desirable to measure

More information

4 Digital Video Signal According to ITU-BT.R.601 (CCIR 601) 43

4 Digital Video Signal According to ITU-BT.R.601 (CCIR 601) 43 Table of Contents 1 Introduction 1 2 Analog Television 7 3 The MPEG Data Stream 11 3.1 The Packetized Elementary Stream (PES) 13 3.2 The MPEG-2 Transport Stream Packet.. 17 3.3 Information for the Receiver

More information

Loop Bandwidth and Clock Data Recovery (CDR) in Oscilloscope Measurements. Application Note 1304-6

Loop Bandwidth and Clock Data Recovery (CDR) in Oscilloscope Measurements. Application Note 1304-6 Loop Bandwidth and Clock Data Recovery (CDR) in Oscilloscope Measurements Application Note 1304-6 Abstract Time domain measurements are only as accurate as the trigger signal used to acquire them. Often

More information