Adaptive Filtering Primer with MATLAB - Poularikas and Ramadan


ADAPTIVE FILTERING PRIMER WITH MATLAB - POULARIKAS AND RAMADAN

CONTENTS

CHAPTER 1 INTRODUCTION

CHAPTER 2 DISCRETE-TIME SIGNAL PROCESSING

CHAPTER 3 RANDOM VARIABLES, SEQUENCES, AND STOCHASTIC PROCESSES

CHAPTER 4 WIENER FILTERS

CHAPTER 5 EIGENVALUES OF RX - PROPERTIES OF THE ERROR SURFACE

CHAPTER 6 NEWTON AND STEEPEST-DESCENT METHOD

CHAPTER 7 THE LEAST MEAN-SQUARE (LMS) ALGORITHM

CHAPTER 8 VARIATIONS OF LMS ALGORITHMS

CHAPTER 9 LEAST SQUARES AND RECURSIVE LEAST-SQUARES SIGNAL PROCESSING