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Statistical and adaptive signal processing

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This authoritative volume on statistical and adaptive signal processing offers you a unified, comprehensive and practical treatment of spectral estimation, signal modeling, adaptive filtering, and array processing. Packed with over 3,000 equations and more than 300 illustrations, this unique resource provides you with balanced coverage of implementation issues, applications, and theory, making it a smart choice for professional engineers and students alike. Publisher abstract.

כותר Statistical and adaptive signal processing : spectral estimation, signal modeling, adaptive filtering, and array processing / Dimitris G. Manolakis, Vinay K. Ingle, Stephen M. Kogon.
מהדורה 1st ed.
מוציא לאור Boston : Artech House
מפיץ Piscataqay, New Jersey : IEEE Xplore
שנה ©2005
הערות "This is a reissue of a McGraw-Hill book"--T.p. verso.
Also available in print.
Includes bibliographical references (p. 769-785) and index.
English
הערת תוכן ותקציר Statistical and Adaptive Signal Processing
Contents x
Preface
CHAPTER 1 Introduction 1
CHAPTER 2 Fundamentals of Discrete-Time Signal Processing 33
CHAPTER 3 Random Variables, Vectors, and Sequences 75
CHAPTER 4 Linear Signal Models 149
CHAPTER 5 Nonparametric Power Spectrum Estimation 195
CHAPTER 6 Optimum Linear Filters 261
CHAPTER 7 Algorithms and Structures for Optimum Linear Filters 333
CHAPTER 8 Least-Squares Filtering and Prediction 395
CHAPTER 9 Signal Modeling and Parametric Spectral Estimation 445
CHAPTER 10 Adaptive Filters 499
CHAPTER 11 Array Processing 621
CHAPTER 12 Further Topics 691APPENDIX A Matrix Inversion Lemma 745
APPENDIX B Gradients and Optimization in Complex Space 747
APPENDIX C Matlab Functions 753
APPENDIX D Useful Results from Matrix Algebra 755
APPENDIX E Minimum Phase Test for Polynomials 767
Bibliography 769
Index 787
סדרה Artech House signal processing library
היקף החומר 1 online resource (806 p.)
שפה אנגלית
מספר מערכת 997010700164305171
תצוגת MARC

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