Ebook: Elements of Detection and Signal Design
Author: Charles L. Weber (auth.)
- Tags: Communications Engineering Networks
- Series: Springer Texts in Electrical Engineering
- Year: 1987
- Publisher: Springer-Verlag New York
- Edition: 2
- Language: English
- pdf
Due to a steady flow of requests over several years, Springer-Verlag now provides a corrected reprint of this text. It is designed to serve as a text for a first semester graduate level course for students in digital communication systems. As a pre requisite, it is presumed that the reader has an understanding of basic probability and stochastic processes. The treatment of digital communications in this book is intended to serve as an introduction to the subject. Part one is a development of the elements of statistical communication theory and radar detection. The text begins with a general model of a communication system which is extensively developed and the performance analyses of various conventional systems. The first part also serves as introductory material for the second part of the text which is a comprehensive study of the theory of transmitter optimization for coherent and noncoherent digital commu nication systems, that is, the theory of signal design.
Content:
Front Matter....Pages i-xv
Front Matter....Pages 1-1
Introduction....Pages 3-6
A Mathematical Model....Pages 7-10
General Decision-theory Concepts....Pages 11-18
Binary Detection Systems Minimizing the Average Risk....Pages 19-39
Minimax Decision-rule Concepts....Pages 40-44
Radar Detection Theory....Pages 45-51
Binary Composite-hypothesis Testing....Pages 52-72
Detection and Communication in Colored Noise....Pages 73-92
Detecting a Stochastic Signal in Noise....Pages 93-105
M-ary Digital Communication Systems....Pages 106-117
Front Matter....Pages 119-119
Introduction....Pages 121-123
Problem Statement for Coherent Channels....Pages 124-133
Signal Design When the Dimensionality of the Signal Set is Restricted to 2....Pages 134-148
General Theory....Pages 149-188
Optimality for Coherent Systems When Dimensionality Is not Specified: Regular Simplex Coding....Pages 189-217
Optimality for Coherent Systems When the Dimensionality Is Restricted to D ? M ? 2....Pages 218-240
Optimality for Coherent Systems When the Dimensionality Is Restricted to D ? M ? K, Where K ? M/2....Pages 241-251
Additional Solutions for Three-Dimensional Signal Structures....Pages 252-254
Signal-Design Concepts for Noncoherent Channels....Pages 255-279
Back Matter....Pages 281-289
Content:
Front Matter....Pages i-xv
Front Matter....Pages 1-1
Introduction....Pages 3-6
A Mathematical Model....Pages 7-10
General Decision-theory Concepts....Pages 11-18
Binary Detection Systems Minimizing the Average Risk....Pages 19-39
Minimax Decision-rule Concepts....Pages 40-44
Radar Detection Theory....Pages 45-51
Binary Composite-hypothesis Testing....Pages 52-72
Detection and Communication in Colored Noise....Pages 73-92
Detecting a Stochastic Signal in Noise....Pages 93-105
M-ary Digital Communication Systems....Pages 106-117
Front Matter....Pages 119-119
Introduction....Pages 121-123
Problem Statement for Coherent Channels....Pages 124-133
Signal Design When the Dimensionality of the Signal Set is Restricted to 2....Pages 134-148
General Theory....Pages 149-188
Optimality for Coherent Systems When Dimensionality Is not Specified: Regular Simplex Coding....Pages 189-217
Optimality for Coherent Systems When the Dimensionality Is Restricted to D ? M ? 2....Pages 218-240
Optimality for Coherent Systems When the Dimensionality Is Restricted to D ? M ? K, Where K ? M/2....Pages 241-251
Additional Solutions for Three-Dimensional Signal Structures....Pages 252-254
Signal-Design Concepts for Noncoherent Channels....Pages 255-279
Back Matter....Pages 281-289
....