Description
Solution Manual for Adaptive Filter Theory 5th Edition Haykin
Solution Manual for Adaptive Filter Theory, 5th Edition, Simon O. Haykin, ISBN-10: 013267145X, ISBN-13: 9780132671453
Table of Contents
Chapter 1. The Filtering Problem
Chapter 2. Linear Optimum Filters
Chapter 3. Adaptive Filters
Chapter 4. Linear Filter Structures
Chapter 5. Approaches to the Development of Linear Adaptive Filters
Chapter 6. Adaptive Beamforming
Chapter 7. Four Classes of Applications
Chapter 8. Historical Notes
Chapter 9 Method of Least Squares
Chapter 10 The Recursive Least-Squares (RLS) Algorithm
Chapter 11 Robustness
Chapter 12 Finite-Precision Effects
Chapter 13 Adaptation in Nonstationary Environments
Chapter 14 Kalman Filters
Chapter 15 Square-Root Adaptive Filters
Chapter 16 Order-Recursive Adaptive Filters
Chapter 17 Blind Deconvolution
Epilogue
1. Robusness, Efficiency, and Complexity
2. Kernel-Based Nonlinear Adaptive Filtering
Appendix A Theory of Complex Variables
Appendix B Computation of Derivatives in the Complex Domain
Appendix C Method of Lagrange Multipliers
Appendix D Estimation Theory
Appendix E Eigenanalysis
Appendix F Langevin Equation of Nonequilibrium Thermodynamics
Appendix G Rotations and Reflections
Appendix H Complex Wishart Distribution
