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Full Description
Opening with an explanation of transmission systems, this text moves on to discuss the theory of adaptive transversal (FIR) filters, covering the optimal filter, transient error and steady-state fluctuations. Practical implementation of this theory is explored. The LMS filter and simplified sign-algorithms are explained in detail. Several chapters are devoted to methods for tracking time-variations and the book draws to a close with a discussion of adaptive recursive (IIR) filters.
Contents
Transmission Systems; Theory of Adaptive Transversal (FIR) Filters; Implementation Considerations; Tracking the Time-Variations; Adaptive Recursive (IIR) Filters; The Case of Independent Input Vectors.