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Principles and applications of RELAX...

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Principles and applications of RELAXa robust and universal estimator /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Principles and applications of RELAXby Renbiao Wu ... [et al.].
Reminder of title:	a robust and universal estimator /
other author:	Wu, Renbiao.
Published:	Singapore :Springer Singapore :2019.
Description:	xvi, 302 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Signal processingMathematics.
Online resource:	https://doi.org/10.1007/978-981-13-6932-2
ISBN:	9789811369322$q(electronic bk.)

Principles and applications of RELAXa robust and universal estimator /
Principles and applications of RELAXa robust and universal estimator /[electronic resource] :by Renbiao Wu ... [et al.]. - Singapore :Springer Singapore :2019. - xvi, 302 p. :ill., digital ;24 cm.

Basic Principles of Parameter Estimation -- Basic Principles of GRELAX -- Application of GRELAX in Line Spectrum Estimation -- Application of GRELAX in Time Delay Estimation -- Application of GRELAX in DOA Estimation -- Application of GRELAX in Radar Target Imaging -- Other Typical Applications of GRELAX.

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.

ISBN: 9789811369322$q(electronic bk.)

Standard No.: 10.1007/978-981-13-6932-2doiSubjects--Topical Terms:

183873
Signal processing
--Mathematics.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.3822

Principles and applications of RELAXa robust and universal estimator /
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505 0 $a Basic Principles of Parameter Estimation -- Basic Principles of GRELAX -- Application of GRELAX in Line Spectrum Estimation -- Application of GRELAX in Time Delay Estimation -- Application of GRELAX in DOA Estimation -- Application of GRELAX in Radar Target Imaging -- Other Typical Applications of GRELAX.
520 $a 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.
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