Description
The article discusses adaptive filtering and its various applications. It discusses the theory behind adaptive filtering and how it works, as well as the various algorithms that can be used for adaptive filtering. Additionally, the article provides a solutions manual for instructors who wish to teach adaptive filtering using recursive lattice filters.
Integrates rational approximation with adaptive filtering, providing viable, numerically reliable procedures for creating adaptive infinite impulse response (IIR) filters. The choice of filter structure to adapt, algorithm design and the approximation properties for each type of algorithm are also addressed. This work recasts the theory of adaptive IIR filters by concentrating on recursive lattice filters, freeing systems from the need for direct-form filters.;A solutions manual is available for instructors only. College or university bookstores may order five or more copies at a special student price which is available upon request.
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