Mathematical Foundations for Signal Processing, Communications, and Networking
暫譯: 信號處理、通信與網絡的數學基礎
Serpedin, Erchin, Chen, Thomas, Rajan, Dinesh
- 出版商: CRC
- 出版日期: 2017-03-29
- 售價: $3,790
- 貴賓價: 9.5 折 $3,601
- 語言: 英文
- 頁數: 858
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1138072168
- ISBN-13: 9781138072169
海外代購書籍(需單獨結帳)
商品描述
Mathematical Foundations for Signal Processing, Communications, and Networking describes mathematical concepts and results important in the design, analysis, and optimization of signal processing algorithms, modern communication systems, and networks. Helping readers master key techniques and comprehend the current research literature, the book offers a comprehensive overview of methods and applications from linear algebra, numerical analysis, statistics, probability, stochastic processes, and optimization.
From basic transforms to Monte Carlo simulation to linear programming, the text covers a broad range of mathematical techniques essential to understanding the concepts and results in signal processing, telecommunications, and networking. Along with discussing mathematical theory, each self-contained chapter presents examples that illustrate the use of various mathematical concepts to solve different applications. Each chapter also includes a set of homework exercises and readings for additional study.
This text helps readers understand fundamental and advanced results as well as recent research trends in the interrelated fields of signal processing, telecommunications, and networking. It provides all the necessary mathematical background to prepare students for more advanced courses and train specialists working in these areas.
商品描述(中文翻譯)
《信號處理、通信與網絡的數學基礎》描述了在信號處理演算法、現代通信系統和網絡的設計、分析和優化中重要的數學概念和結果。該書幫助讀者掌握關鍵技術並理解當前的研究文獻，提供了線性代數、數值分析、統計學、概率論、隨機過程和優化等方法和應用的全面概述。
從基本變換到蒙地卡羅模擬再到線性規劃，文本涵蓋了理解信號處理、電信和網絡中概念和結果所必需的廣泛數學技術。除了討論數學理論外，每個獨立的章節還提供了示例，說明如何使用各種數學概念來解決不同的應用問題。每章還包括一組作業練習和進一步學習的閱讀材料。
本書幫助讀者理解信號處理、電信和網絡這些相互關聯領域的基本和高級結果，以及最近的研究趨勢。它提供了所有必要的數學背景，以準備學生進入更高級的課程，並培訓在這些領域工作的專業人士。
作者簡介
Erchin Serpedin is a professor in the Department of Electrical Engineering at Texas A&M University. Dr. Serpedin has been an associate editor of several journals and has received numerous honors, including a National Science Foundation CAREER Award, a National Research Council Fellow Award, and an American Society for Engineering Education Fellow Award. His research focuses on statistical signal processing, wireless communications, and bioinformatics.
Thomas Chen is a professor of networks at Swansea University. Dr. Chen is technical editor for IEEE Press, editor-in-chief of IEEE Network, senior editor of IEEE Communications Magazine, and associate editor of International Journal of Security and Networks, Journal on Security and Communication Networks, and International Journal of Digital Crime and Forensics. His research areas encompass web filtering, web classification, traffic classification, smart grid security, privacy, cyber crime, and malware.
Dinesh Rajan is an associate professor in the Department of Electrical Engineering at Southern Methodist University. An IEEE senior member, Dr. Rajan has received several awards, including a National Science Foundation CAREER Award. His research interests include communications theory, wireless networks, information theory, and computational imaging.
作者簡介(中文翻譯)
Erchin Serpedin 是德州農工大學電機工程系的教授。Serpedin 博士曾擔任多本期刊的副編輯，並獲得多項榮譽，包括國家科學基金會的 CAREER 獎、國家研究委員會的研究員獎，以及美國工程教育學會的研究員獎。他的研究專注於統計信號處理、無線通信和生物資訊學。
Thomas Chen 是斯旺西大學的網絡教授。Chen 博士是 IEEE Press 的技術編輯、《IEEE Network》的主編、《IEEE Communications Magazine》的高級編輯，以及《International Journal of Security and Networks》、《Journal on Security and Communication Networks》和《International Journal of Digital Crime and Forensics》的副編輯。他的研究領域包括網頁過濾、網頁分類、流量分類、智慧電網安全、隱私、網絡犯罪和惡意軟體。
Dinesh Rajan 是南方衛理公會大學電機工程系的副教授。作為 IEEE 的高級會員，Rajan 博士獲得過多項獎項，包括國家科學基金會的 CAREER 獎。他的研究興趣包括通信理論、無線網絡、信息理論和計算成像。
