Adaptive processing : the least mean squares approach with applications in transmission
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Bibliographic Information
Adaptive processing : the least mean squares approach with applications in transmission
John Wiley & Sons, c1995
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Description and Table of Contents
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.
Table of 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.
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