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Principles and Applications of RELAX: A Robust and Universal Estimator

  • Renbiao Wu
  • Qiongqiong Jia
  • Lei Yang
  • Qing Feng
Book

Table of contents

  1. Front Matter
    Pages i-xvi
  2. Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
    Pages 1-31
  3. Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
    Pages 33-59
  4. Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
    Pages 61-100
  5. Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
    Pages 101-157
  6. Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
    Pages 159-185
  7. Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
    Pages 187-268
  8. Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
    Pages 269-302

About this book

Introduction

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 signal processing and control fields has always focused on improving the estimation performance of parameter estimation methods at low SNR and maintaining the robustness of estimations in the presence of model errors. This book presents a universal and robust relaxation estimation method (RELAX), and introduces its basic principles and applications in the fields of classical line spectrum estimation, time of delay estimation, DOA estimation, and radar target imaging. This information is explained comprehensively and in great detail, and uses metaphors pertaining to romantic relationships to visualize the basic problems of parameter estimation, the basic principles of the five types of classical parameter estimation methods, and the relationships between these principles. The book serves as a reference for scientists and technologists in the fields of signal processing and control, while also providing relevant information for graduate students in the related fields.

Keywords

Parameter Estimation Spectral Analysis Time Delay Estimation Direction Of Arrival (DOA) Estimation Radar Imaging Relaxation estimation methods

Authors and affiliations

  • Renbiao Wu
    • 1
  • Qiongqiong Jia
    • 2
  • Lei Yang
    • 3
  • Qing Feng
    • 4
  1. 1.Tianjin Key Lab for Advanced Signal ProcessingCivil Aviation University of ChinaTianjinChina
  2. 2.Tianjin Key Lab for Advanced Signal ProcessingCivil Aviation University of ChinaTianjinChina
  3. 3.Tianjin Key Lab for Advanced Signal ProcessingCivil Aviation University of ChinaTianjinChina
  4. 4.Tianjin Key Lab for Advanced Signal ProcessingCivil Aviation University of ChinaTianjinChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-13-6932-2
  • Copyright Information Science Press, Beijing and Springer Nature Singapore Pte Ltd. 2019
  • Publisher Name Springer, Singapore
  • eBook Packages Engineering
  • Print ISBN 978-981-13-6931-5
  • Online ISBN 978-981-13-6932-2
  • Buy this book on publisher's site
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