Mathematical Foundations for Signal Processing, Communications, and Networking (Hardcover)
暫譯: 信號處理、通信與網絡的數學基礎 (精裝版)
Erchin Serpedin , Thomas Chen , Dinesh Rajan
- 出版商: CRC
- 出版日期: 2011-12-21
- 售價: $1,680
- 貴賓價: 9.8 折 $1,646
- 語言: 英文
- 頁數: 858
- 裝訂: Hardcover
- ISBN: 1439855137
- ISBN-13: 9781439855133
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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。
從基本變換到蒙特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。每個章節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。
