Partial-update adaptive filters and adaptive signal processing : design analysis and implementation /

Partial-update adaptive filters and adaptive signal processing : design analysis and implementation /

Saved in:
Bibliographic Details
Author / Creator:Doğançay, Kutluyıl.
Imprint:Oxford, U.K., Burlington, Mass. : Academic Press, ©2008.
Description:1 online resource (1 volume) : illustrations
Language:English
Subject:
Adaptive signal processing.
Adaptive filters.
Adaptive filters -- Design and construction.
Algorithms.
Adaptive filters
Adaptive signal processing
Algorithms
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/13630428
Hidden Bibliographic Details
ISBN:9780080921150
0080921159
0123741963
9780123741967
9780123741967
Notes:Includes bibliographical references and index.
Print version record.
Summary:Partial update adaptive signal processing algorithms not only permit significant complexity reduction in adaptive filter implementations, but also can improve the adaptive filter performance in telecommunications and image and video processing applications. This book gives state-of-art methods for the design and development of partial update adaptive signal processing algorithms for use in systems development. The book gives a comprehensive coverage of key partial updating schemes, giving detailed analysis and applications to noise cancellation, channel equalization, multiuser detection.
Other form:Print version : Doğançay, Kutluyıl. Partial-update adaptive filters and adaptive signal processing. Amsterdam ; London : Elsevier Academic, ©2008 9780123741967

MARC

LEADER 00000cam a2200000 a 4500
001 13630428
006 m o d
007 cr unu||||||||
008 141014s2008 enka ob 001 0 eng
005 20241126150830.8
015 |a GBB6H5817  |2 bnb 
016 7 |a 017593206  |2 Uk 
019 |a 808726544 
020 |a 9780080921150 
020 |a 0080921159 
020 |a 0123741963 
020 |a 9780123741967 
020 |z 9780123741967 
035 9 |a (OCLCCM-CC)892917653 
035 |a (OCoLC)892917653  |z (OCoLC)808726544 
037 |a CL0500000488  |b Safari Books Online 
040 |a UMI  |b eng  |e pn  |c UMI  |d DEBBG  |d DEBSZ  |d EBLCP  |d UKDOC  |d OCLCQ  |d OCLCF  |d D6H  |d CEF  |d OCLCQ  |d UKMGB  |d LEAUB  |d AU@  |d OCLCQ  |d OCLCO  |d OCLCQ  |d OCLCO  |d OCLCL  |d OCLCQ 
049 |a MAIN 
050 4 |a TK5102.9  |b .D64 2008 
100 1 |a Doğançay, Kutluyıl. 
245 1 0 |a Partial-update adaptive filters and adaptive signal processing :  |b design analysis and implementation /  |c Kutluyil Doǧançay. 
260 |a Oxford, U.K., Burlington, Mass. :  |b Academic Press,  |c ©2008. 
300 |a 1 online resource (1 volume) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
588 0 |a Print version record. 
504 |a Includes bibliographical references and index. 
505 0 |a Front cover; Title page; Copyright page; Dedication; Acknowledgements; Table of Contents; Preface; Chapter 1. Introduction; Adaptive signal processing; Examples of adaptive filtering; Adaptive system identification; Adaptive inverse system identification; Raison d'être for partial coefficient updates; Resource constraints; Convergence performance; System identification with white input signal; System identification with correlated input signal; Chapter 2. Approaches to partial coefficient updates; Introduction; Periodic partial updates; Example 1: Convergence performance. 
505 8 |a Example 2: Convergence difficultiesSequential partial updates; Example 1: Convergence performance; Example 2: Cyclostationary inputs; Example 3: Instability; Stochastic partial updates; System identification example; M -max updates; Example 1: Eigenvalue spread of RM; Example 2: Convergence performance; Example 3: Convergence rate and eigenvalues of RM; Example 4: Convergence difficulties; Example 5: Instability; Selective partial updates; Constrained optimization; Instantaneous approximation of Newton's method; q -Norm constrained optimization; Averaged system; Example 1: Eigenanalysis. 
505 8 |a Example 2: Convergence performanceExample 3: Instability; Set membership partial updates; Example 1: Convergence performance; Example 2: Instability; Block partial updates; Complexity considerations; Chapter 3. Convergence and stability analysis; Introduction; Convergence performance; Steady-state analysis; Partial-update LMS algorithms; Partial-update NLMS algorithms; Simulation examples for steady-state analysis; Convergence analysis; Partial-update LMS algorithms; Partial-update NLMS algorithms; Simulation examples for convergence analysis; Chapter 4. Partial-update adaptive filters. 
505 8 |a IntroductionLeast-mean-square algorithm; Partial-update LMS algorithms; Periodic-partial-update LMS algorithm; Sequential-partial-update LMS algorithm; Stochastic-partial-update LMS algorithm; M -max LMS algorithm; Computational complexity; Normalized least-mean-square algorithm; Partial-update NLMS algorithms; Periodic-partial-update NLMS algorithm; Sequential-partial-update NLMS algorithm; Stochastic-partial-update NLMS algorithm; M -max NLMS algorithm; Selective-partial-update NLMS algorithm; Set-membership partial-update NLMS algorithm; Computational complexity. 
505 8 |a Affine projection algorithmPartial-update affine projection algorithms; Periodic-partial-update APA; Sequential-partial-update APA; Stochastic-partial-update APA; M -max APA; Selective-partial-update APA; Set-membership partial-update APA; Selective-regressor APA; Computational complexity; Recursive least square algorithm; Partial-update RLS algorithms; Periodic-partial-update RLS algorithm; Sequential-partial-update RLS algorithm; Stochastic-partial-update RLS algorithm; Selective-partial-update RLS algorithm; Set-membership partial-update RLS algorithm; Partial-update RLS simulations. 
520 |a Partial update adaptive signal processing algorithms not only permit significant complexity reduction in adaptive filter implementations, but also can improve the adaptive filter performance in telecommunications and image and video processing applications. This book gives state-of-art methods for the design and development of partial update adaptive signal processing algorithms for use in systems development. The book gives a comprehensive coverage of key partial updating schemes, giving detailed analysis and applications to noise cancellation, channel equalization, multiuser detection. 
650 0 |a Adaptive signal processing.  |0 http://id.loc.gov/authorities/subjects/sh85000805 
650 0 |a Adaptive filters.  |0 http://id.loc.gov/authorities/subjects/sh85000804 
650 0 |a Adaptive filters  |x Design and construction. 
650 0 |a Algorithms.  |0 http://id.loc.gov/authorities/subjects/sh85003487 
650 6 |a Traitement adaptatif du signal. 
650 6 |a Filtres adaptatifs. 
650 6 |a Algorithmes. 
650 7 |a algorithms.  |2 aat 
650 7 |a Adaptive filters  |2 fast 
650 7 |a Adaptive signal processing  |2 fast 
650 7 |a Algorithms  |2 fast 
758 |i has work:  |a Partial-update adaptive filters and adaptive signal processing (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCFvrfdHfrbdtjQ9vm83Fw3  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version :  |a Doğançay, Kutluyıl.  |t Partial-update adaptive filters and adaptive signal processing.  |d Amsterdam ; London : Elsevier Academic, ©2008  |z 9780123741967  |w (OCoLC)267140087 
856 4 0 |u https://go.oreilly.com/uchicago/library/view/-/9780123741967/?ar  |y O'Reilly 
929 |a oclccm 
999 f f |s 91b53c42-cbae-4a66-b041-3b9bd1e85fdc  |i 9655638e-751e-4891-af51-c314f75bdb67 
928 |t Library of Congress classification  |a TK5102.9.D64 2008  |l Online  |c UC-FullText  |u https://go.oreilly.com/uchicago/library/view/-/9780123741967/?ar  |z O'Reilly  |g ebooks  |i 13773373 

Similar Items