Fundamentals of Signal Processing in Generalized Metric Spaces: Algorithms and Applications
暫譯: 廣義度量空間中的信號處理基礎：演算法與應用
Popoff, Andrey
- 出版商: CRC
- 出版日期: 2022-04-15
- 售價: $6,820
- 貴賓價: 9.5 折 $6,479
- 語言: 英文
- 頁數: 414
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032231254
- ISBN-13: 9781032231259
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相關分類:
Algorithms-data-structures
海外代購書籍(需單獨結帳)
商品描述
Exploring the interrelations between generalized metric spaces, lattice-ordered groups, and order statistics, the book contains a new algebraic approach to Signal Processing Theory. It describes mathematical concepts and results important in the development, analysis, and optimization of signal processing algorithms intended for various applications. The book offers a solution of large-scale Signal Processing Theory problems of increasing both signal processing efficiency under prior uncertainty conditions and signal processing rate that is provided by multiplication-free signal processing algorithms based on lattice-ordered group operations.
From simple basic relationships to computer simulation, the text covers a wide range of new mathematical techniques essential for understanding the proposed signal processing algorithms developed for solving the following problems: signal parameter and spectral estimation, signal filtering, detection, classification, and resolution; array signal processing; demultiplexing and demodulation in multi-channel communication systems and multi-station networks; wavelet analysis of 1D/ 2D signals. Along with discussing mathematical aspects, each chapter presents examples illustrating operation of signal processing algorithms developed for various applications.
The book helps readers understand relations between known classic and obtained results as well as recent research trends in Signal Processing Theory and its applications, providing all necessary mathematical background concerning lattice-ordered groups to prepare readers for independent work in the marked directions including more advanced research and development.
商品描述(中文翻譯)
探索廣義度量空間、格序群和順序統計之間的相互關係，本書提供了一種新的代數方法來研究信號處理理論。它描述了在信號處理算法的開發、分析和優化中重要的數學概念和結果，這些算法旨在用於各種應用。本書提供了一種解決大規模信號處理理論問題的方案，這些問題旨在提高在先前不確定條件下的信號處理效率以及基於格序群運算的無乘法信號處理算法所提供的信號處理速率。
從簡單的基本關係到計算機模擬，文本涵蓋了一系列新的數學技術，這些技術對於理解為解決以下問題而開發的信號處理算法至關重要：信號參數和頻譜估計、信號過濾、檢測、分類和解析；陣列信號處理；在多通道通信系統和多站網絡中的解多路復用和解調；一維/二維信號的小波分析。除了討論數學方面的內容外，每一章還提供了示例，說明為各種應用開發的信號處理算法的運作。
本書幫助讀者理解已知經典結果與所獲得結果之間的關係，以及信號處理理論及其應用中的最新研究趨勢，提供有關格序群的所有必要數學背景，以準備讀者在標記方向上進行獨立工作，包括更高級的研究和開發。
作者簡介
Andrey Popoff is presently is a leading researcher of EW department at Central Research Institute of Armament and Defence Technologies, Kiev, Ukraine. He started his career as an officer of Electronic Intelligence Corps in the Central group of troops of USSR Armed Forces deployed in former Czechoslovakia (now Czech Republic).
As an instructor at Kiev Military Institute of Control and Communication, and later as an assistant professor, associate professor, professor at National Academy (later renamed to National University) of Defence of Ukraine, A. Popoff worked in the fields of Electronic Warfare (EW), information theory, signal processing, radar and communication systems, and also led courses on the corresponding topics.
作者簡介(中文翻譯)
安德烈·波波夫目前是烏克蘭基輔中央武器與防禦技術研究所電子戰部門的首席研究員。他的職業生涯始於蘇聯武裝部隊中央集團的電子情報軍官，該部隊駐紮在前捷克斯洛伐克（現捷克共和國）。
作為基輔軍事控制與通信學院的講師，後來擔任烏克蘭國防國立學院（後來更名為國立大學）的助理教授、副教授和教授，安德烈·波波夫在電子戰（EW）、信息理論、信號處理、雷達和通信系統等領域工作，並主講相關主題的課程。
