LEADER 04206nam  22006615  450 
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010   $a981-13-6932-1
024 7 $a10.1007/978-981-13-6932-2
035   $a(CKB)4100000009158744
035   $a(DE-He213)978-981-13-6932-2
035   $a(MiAaPQ)EBC5741993
035   $a(PPN)235230391
035   $a(EXLCZ)994100000009158744
100   $a20190327d2019      u|         0
101 0 $aeng
135   $aurnn|008mamaa
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 10$aPrinciples and Applications of RELAX: A Robust and Universal Estimator /$fby Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng
205   $a1st ed. 2019.
210  1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2019.
215   $a1 online resource (XVI, 302 p. 90 illus., 6 illus. in color.) 
311   $a981-13-6931-3 
327   $aBasic 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.
330   $aThe 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.
606   $aSignal processing
606   $aImage processing
606   $aSpeech processing systems
606   $aAutomatic control
606   $aMicrowaves
606   $aOptical engineering
606   $aMathematical models
606   $aSignal, Image and Speech Processing$3https://scigraph.springernature.com/ontologies/product-market-codes/T24051
606   $aControl and Systems Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/T19010
606   $aMicrowaves, RF and Optical Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T24019
606   $aMathematical Modeling and Industrial Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M14068
615  0$aSignal processing.
615  0$aImage processing.
615  0$aSpeech processing systems.
615  0$aAutomatic control.
615  0$aMicrowaves.
615  0$aOptical engineering.
615  0$aMathematical models.
615 14$aSignal, Image and Speech Processing.
615 24$aControl and Systems Theory.
615 24$aMicrowaves, RF and Optical Engineering.
615 24$aMathematical Modeling and Industrial Mathematics.
676   $a621.382
700   $aWu$b Renbiao$4aut$4http://id.loc.gov/vocabulary/relators/aut$0875251
702   $aJia$b Qiongqiong$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aYang$b Lei$4aut$4http://id.loc.gov/vocabulary/relators/aut
702   $aFeng$b Qing$4aut$4http://id.loc.gov/vocabulary/relators/aut
906   $aBOOK
912   $a9910350292703321
996   $aPrinciples and Applications of RELAX: A Robust and Universal Estimator$91954051
997   $aUNINA