Adaptive Filter Theory (4th Edition)

Author: Simon Haykin
Publisher:
Publish Date: 2003-07-01
Features: This book is a classic textbook in the field of adaptive signal processing. It consists of 17 chapters, systematically and comprehensively explaining the fundamental theories and methods of adaptive signal processing, fully reflecting the new theories, technologies, and applications in the field in recent years. The content includes: adaptive LMS transversal filter, adaptive lattice filter, adaptive recursive filter, frequency domain and subband adaptive filter, blind adaptive filter, neural network nonlinear adaptive filter, and their applications in communication and information systems. The book is characterized by novel material, rich content, clear concepts, and lucid explanations, making it suitable for senior undergraduate students, graduate students, teachers, and engineering professionals in communication and electronic information-related fields.