Fourier Transforms, Filtering, Probability and Random Processes: Introduction to Communication Systems

Gibson, Jerry D.

Fourier Transforms, Filtering, Probability and Random Processes: Introduction to Communication Systems
  • 出版商: Springer
  • 出版日期: 2024-03-07
  • 售價: $2,150
  • 貴賓價: 9.5 折 $2,043
  • 語言: 英文
  • 頁數: 156
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031195825
  • ISBN-13: 9783031195822
  • 相關分類: 通訊系統 Communication-systems

    • 海外代購書籍(需單獨結帳)

商品描述

This book provides the background and the mathematical methods necessary to understand the basic transforms in signal processing and linear systems and probability and random processes to prepare for in depth study of analog and digital communications systems.

This tutorial presentation provides developments of Fourier series and other orthogonal series, including trigonometric and complex exponential Fourier series, least squares approximations and generalized Fourier series, and the spectral content of periodic signals.

This text thoroughly covers Fourier transform pairs for continuous time signals, Fourier transform properties, and the magnitude and phase of Fourier transforms.

The author includes discussions of techniques for the analysis of continuous time linear systems in the time and frequency domains with particular emphasis on the system transfer function, impulse response, system/filter bandwidth, power and energy calculations, and the time domainsampling theorem.

The basics of probability and random processes, including the key concepts of expected value, variance, characteristic functions, common probability distributions, autocorrelation, power spectral densities, wide sense stationarity, and ergodicity, are all developed in some detail. Many examples and problems are included to illustrate and examine these topics.

- Provides developments of Fourier series and other orthogonal series

- Presents fundamental Fourier transform properties and example applications

- Discusses techniques for the analysis of continuous time linear systems in the time and frequency domains

- Presents a fundamental development of probability and random variables

- Develops the basic ideas of random processes including autocorrelation, power spectral densities, stationarity, and ergodicity

商品描述(中文翻譯)

本書提供了理解信號處理、線性系統以及機率與隨機過程中基本變換所需的背景知識和數學方法，以便為深入研究類比和數位通訊系統做好準備。

本教程介紹了傅立葉級數及其他正交級數的發展，包括三角傅立葉級數和複指數傅立葉級數、最小平方逼近和廣義傅立葉級數，以及週期信號的頻譜內容。

本書詳細涵蓋了連續時間信號的傅立葉變換對、傅立葉變換的性質，以及傅立葉變換的幅度和相位。

作者討論了在時間和頻率域中分析連續時間線性系統的技術，特別強調系統傳遞函數、脈衝響應、系統/濾波器帶寬、功率和能量計算，以及時間域取樣定理。

機率和隨機過程的基本概念，包括期望值、方差、特徵函數、常見機率分佈、自相關、功率譜密度、廣義平穩性和遍歷性等關鍵概念，都有詳細的發展。書中包含許多例子和問題，以說明和檢視這些主題。

- 提供傅立葉級數及其他正交級數的發展
- 呈現基本的傅立葉變換性質及範例應用
- 討論在時間和頻率域中分析連續時間線性系統的技術
- 呈現機率和隨機變數的基本發展
- 發展隨機過程的基本概念，包括自相關、功率譜密度、平穩性和遍歷性

作者簡介

Jerry D. Gibson is Professor of Electrical and Computer Engineering at the University of California, Santa Barbara. He is co-author of the books Digital Compression for Multimedia (Morgan-Kaufmann, 1998) and Introduction to Nonparametric Detection with Applications (Academic Press, 1975 and IEEE Press, 1995) and author of the textbook, Principles of Digital and Analog Communications (Prentice-Hall, second ed., 1993). He is Editor-in-Chief of The Mobile Communications Handbook (CRC Press, 3rd ed., 2012), Editor-in-Chief of The Communications Handbook (CRC Press, 2nd ed., 2002), and Editor of the book, Multimedia Communications: Directions and Innovations (Academic Press, 2000). His most recent books are Rate Distortion Bounds for Voice and Video (Coauthor with Jing Hu, NOW Publishers, 2014), and Information Theory and Rate Distortion Theory for Communications and Compression (Morgan-Claypool, 2014).

Dr. Gibson was Associate Editor for Speech Processing for the IEEE Transactions on Communications from 1981 to 1985 and Associate Editor for Communications for the IEEE Transactions on Information Theory from 1988-1991. He was an IEEE Communications Society Distinguished Lecturer for 2007-2008.

In 1990, Dr. Gibson received The Fredrick Emmons Terman Award from the American Society for Engineering Education, and in 1992, he was elected Fellow of the IEEE. He was the recipient of the 1993 IEEE Signal Processing Society Senior Paper Award for the Speech Processing area. He received the IEEE Transactions on Multimedia Best Paper Award in 2010 and the IEEE Technical Committee on Wireless Communications Recognition Award for contributions in the area of Wireless Communications Systems and Networks in 2009.

作者簡介(中文翻譯)

Jerry D. Gibson 是加州大學聖塔巴巴拉分校的電機與計算機工程教授。他是書籍《數位壓縮於多媒體》（Morgan-Kaufmann, 1998）和《非參數檢測導論及其應用》（Academic Press, 1975 和 IEEE Press, 1995）的共同作者，以及教科書《數位與類比通訊原理》（Prentice-Hall, 第二版, 1993）的作者。他是《行動通訊手冊》（CRC Press, 第三版, 2012）的主編、《通訊手冊》（CRC Press, 第二版, 2002）的主編，以及書籍《多媒體通訊：方向與創新》（Academic Press, 2000）的編輯。他最近的著作包括《語音與視頻的速率失真界限》（與 Jing Hu 共同作者，NOW Publishers, 2014）和《通訊與壓縮的資訊理論與速率失真理論》（Morgan-Claypool, 2014）。

Gibson 博士曾於1981至1985年擔任《IEEE 通訊期刊》的語音處理副編輯，並於1988至1991年擔任《IEEE 資訊理論期刊》的通訊副編輯。他是2007至2008年 IEEE 通訊學會的傑出講者。

在1990年，Gibson 博士獲得美國工程教育學會的 Fredrick Emmons Terman 獎，並於1992年當選為 IEEE 會士。他於1993年獲得 IEEE 信號處理學會的高級論文獎，專注於語音處理領域。他在2010年獲得《IEEE 通訊期刊》最佳論文獎，並於2009年獲得 IEEE 無線通訊技術委員會的貢獻獎，以表彰他在無線通訊系統和網路領域的貢獻。

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