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Statistical and adaptive signal processing : spectral estimation, signal modeling, adaptive filtering, and array processing / Dimitris G. Manolakis, Vinay K. Ingle, Stephen M. Kogon.
- Format:
- Book
- Author/Creator:
- Manolakis, Dimitris G.
- Series:
- Artech House signal processing library.
- Artech House signal processing library
- Language:
- English
- Subjects (All):
- Signal processing--Statistical methods.
- Signal processing.
- Adaptive signal processing.
- Physical Description:
- 1 online resource (806 p.)
- Edition:
- 1st ed.
- Place of Publication:
- Boston : Artech House, c2005.
- Language Note:
- English
- System Details:
- data file
- Summary:
- 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.
- Contents:
- 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
- Notes:
- Print version record.
- "This is a reissue of a McGraw-Hill book"--T.p. verso.
- Includes bibliographical references (p. 769-785) and index.
- ISBN:
- 1-58053-366-3
- OCLC:
- 70729343
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