Adaptive Detection for Multichannel Signals in Non-Ideal Environments (非理想環境中多通道信號的自適應檢測)

Wang, Zeyu, Liu, Weijian, Chen, Hongmeng

Adaptive Detection for Multichannel Signals in Non-Ideal Environments
  • 出版商: CRC
  • 出版日期: 2024-06-14
  • 售價: $3,570
  • 貴賓價: 9.5 折 $3,392
  • 語言: 英文
  • 頁數: 180
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032762926
  • ISBN-13: 9781032762920

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book systematically presents adaptive multichannel signal detection in three types of non-ideal environments, including sample-starved scenarios, signal mismatch scenarios, and noise plus subspace interference environments.

The authors provide definitions of key concepts, detailed derivations of adaptive multichannel signal detectors, and specific examples for each non-ideal environment. In addition, the possible future trend of adaptive detection methods is discussed, as well as two further research points - namely, the adaptive detection algorithms based on information geometry, and the hybrid approaches that combine adaptive detection algorithms with machine learning algorithms.

The book will be of interest to researchers, advanced undergraduates, and graduate students in sonar, radar signal processing, and communications engineering.

商品描述(中文翻譯)

本書系統性地介紹了在三種非理想環境中進行自適應多通道信號檢測的方法，包括樣本不足的情境、信號不匹配的情境，以及噪聲加子空間干擾的環境。

作者提供了關鍵概念的定義、自適應多通道信號檢測器的詳細推導，以及針對每種非理想環境的具體範例。此外，書中還討論了自適應檢測方法的未來趨勢，以及兩個進一步的研究方向——即基於信息幾何的自適應檢測演算法，以及將自適應檢測演算法與機器學習演算法結合的混合方法。

本書將對聲納、雷達信號處理和通信工程領域的研究人員、高年級本科生及研究生產生興趣。

作者簡介

Zeyu Wang is an associate research fellow with School of Information and Communication Engineering, Beijing University of Posts and Telecommunications. Her research interests include statistical signal processing and radar target detection. She has authored and co-authored more than 20 scientific publications in international journals and conferences.

Weijian Liu is an associate professor at Wuhan Electronic Information Institute, Wuhan, China. His research interests include multichannel signal detection, statistical and array signal processing. He is an editorial board member with several international journals, including IEEE Transactions on Aerospace and Electronic Systems, Signal Processing, and Digital Signal Processing.

Hongmeng Chen (Senior Member, IEEE) is a Senior Engineer with the Beijing Institute of Radio Measurement, Beijing. His research interests include synthetic aperture radar (SAR)/inverse SAR (ISAR) imaging, forward-looking radar (FLR) imaging, ground moving target indication (GMTI), and motion parameter estimation. He has authored and co-authored more than 50 scientific publications in international journals and conferences. He is an editorial board member with several international journals, including Journal of Radars, and Aero Weaponry. He is also an excellent reviewer of the journal Digital Signal Processing.

作者簡介(中文翻譯)

Zeyu Wang 是北京郵電大學資訊與通信工程學院的副研究員。她的研究興趣包括統計信號處理和雷達目標檢測。她在國際期刊和會議上發表和共同發表了超過20篇科學論文。

Weijian Liu 是中國武漢電子信息學院的副教授。他的研究興趣包括多通道信號檢測、統計和陣列信號處理。他是多本國際期刊的編輯委員會成員，包括《IEEE Transactions on Aerospace and Electronic Systems》、《Signal Processing》和《Digital Signal Processing》。

Hongmeng Chen（IEEE 高級會員）是北京無線測量研究所的高級工程師。他的研究興趣包括合成孔徑雷達（SAR）/反向SAR（ISAR）成像、前視雷達（FLR）成像、地面運動目標指示（GMTI）和運動參數估計。他在國際期刊和會議上發表和共同發表了超過50篇科學論文。他是多本國際期刊的編輯委員會成員，包括《Journal of Radars》和《Aero Weaponry》。他也是期刊《Digital Signal Processing》的優秀審稿人。

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