Adaptive processing : the least mean squares approach with applications in transmission
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書誌事項
Adaptive processing : the least mean squares approach with applications in transmission
John Wiley & Sons, c1995
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内容説明・目次
内容説明
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.
目次
- 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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