Principles and Applications of RELAX: A Robust and Universal Estimator
The multiple signal demixing and parameter estimation problems that result from the impacts of background noise and interference are issues that are frequently encountered in the fields of radar, sonar, communications, and navigation. Research in the sign
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rinciples and Applications of RELAX: A Robust and Universal Estimator
Principles and Applications of RELAX: A Robust and Universal Estimator
Renbiao Wu Qiongqiong Jia Lei Yang Qing Feng •
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Principles and Applications of RELAX: A Robust and Universal Estimator
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Renbiao Wu Tianjin Key Lab for Advanced Signal Processing Civil Aviation University of China Tianjin, China
Qiongqiong Jia Tianjin Key Lab for Advanced Signal Processing Civil Aviation University of China Tianjin, China
Lei Yang Tianjin Key Lab for Advanced Signal Processing Civil Aviation University of China Tianjin, China
Qing Feng Tianjin Key Lab for Advanced Signal Processing Civil Aviation University of China Tianjin, China
ISBN 978-981-13-6931-5 ISBN 978-981-13-6932-2 https://doi.org/10.1007/978-981-13-6932-2
(eBook)
Jointly published with Science Press, Beijing, China, 2018 The print edition is not for sale in China Mainland. Customers from China Mainland please order the print book from: Science Press. ISBN of the China Mainland edition: 978-7-03-060605-1 Library of Congress Control Number: 2019933854 © Science Press, Beijing and Springer Nature Singapore Pte Ltd. 2019 This work is subject to copyright. All rights are reserved by the Publishers, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publishers, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publishers nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publishers remain neutral with regard to jurisdictional claims in published maps and institutional affiliations. Editor: Lixin Zhao; Proof-reader: Wanhong Wang Printing: Chunmin Lv; Cover design: Dong Fang, Ren Hua This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore
Preface
What is signal processing? A very classic explanation of signal processing was given by Dr. Don Johnson (former President of IEEE Signal Processing Society): “Signal processing is a ‘stealth technology’ that only the people who actually work in signal processing think about who we are and what we do”. This quote stated the essence of signal processing. Weak s
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