Table of Contents

Introduction. Discrete-Time Signal Processing. Random Variables, Sequences, and Stochastic Processes. Wiener Filters. Eigenvalues of Rx - Properties of the Error Surface. Newton and Steepest-Descent Method. The Least Mean-Square (LMS) Algorithm. Variations of LMS Algorithms. Least Squares and Recursive Least-Squares Signal Processing. Abbreviations. Bibliography. Appendix A: Matrix Analysis. Index.

About the Author

Alexander D. Poularikas, Zayed M. Ramadan