03459nam 2200733Ia 450 991081833560332120200520144314.01-107-14842-11-280-47787-397866104778760-511-19529-X0-511-19595-80-511-19389-00-511-33144-40-511-53671-20-511-19463-3(CKB)1000000000353231(EBL)259893(OCoLC)173610030(SSID)ssj0000113901(PQKBManifestationID)11141585(PQKBTitleCode)TC0000113901(PQKBWorkID)10101802(PQKB)10252285(UkCbUP)CR9780511536717(MiAaPQ)EBC259893(Au-PeEL)EBL259893(CaPaEBR)ebr10130415(CaONFJC)MIL47787(OCoLC)935232706(PPN)261306529(EXLCZ)99100000000035323120040115d2004 uy 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierBootstrap techniques for signal processing /Abdelhak M. Zoubir, D. Robert Iskander1st ed.Cambridge ;New York Cambridge20041 online resource (xiv, 217 pages) digital, PDF file(s)Title from publisher's bibliographic system (viewed on 05 Oct 2015).0-521-03405-1 0-521-83127-X Includes bibliographical references (p. 201-214) and index.Cover; Half-title; Title; Copyright; Contents; Preface; Notations; 1 Introduction; 2 The bootstrap principle; 3 Signal detection with the bootstrap; 4 Bootstrap model selection; 5 Real data bootstrap applications; Appendix 1 Matlab codes for the examples; Appendix 2 Bootstrap Matlab Toolbox; References; IndexThe statistical bootstrap is one of the methods that can be used to calculate estimates of a certain number of unknown parameters of a random process or a signal observed in noise, based on a random sample. Such situations are common in signal processing and the bootstrap is especially useful when only a small sample is available or an analytical analysis is too cumbersome or even impossible. This book covers the foundations of the bootstrap, its properties, its strengths and its limitations. The authors focus on bootstrap signal detection in Gaussian and non-Gaussian interference as well as bootstrap model selection. The theory developed in the book is supported by a number of useful practical examples written in MATLAB. The book is aimed at graduate students and engineers, and includes applications to real-world problems in areas such as radar and sonar, biomedical engineering and automotive engineering.Signal processingMathematicsImage processingMathematicsBootstrap (Statistics)Signal processingMathematics.Image processingMathematics.Bootstrap (Statistics)621.382/2Zoubir Abdelhak M1653859Iskander D. Robert1756733MiAaPQMiAaPQMiAaPQBOOK9910818335603321Bootstrap techniques for signal processing4194195UNINA