Rather than superficially examining an extensive list of possible applications benefiting from adaptive filter use, the authors examine four such problems in detail and review the common attributes that are shared with many other applications of adaptive filtering. The authors develop the basic rules and algorithms for filter performance and provide tools for design, along with an appreciation of the complexity of behavioral analysis. Derivations and convergence discussions are kept to a basic level. The presentation focuses on a few principles and applies them to a series of motivating examples, that include in-depth discussion of implementation aspects for filter design not found in other books. Serves as a valuable reference for practicing engineers.
Book Info
(Pearson Education) Introduces the fundamental concepts of adaptive filters, blending theory and application to develop basic algorithms and design rules for filtering solutions to practical problems. Includes in-depth treatment of several adaptive processing configurations and their application to design case studies. DLC: Adaptive filters--Design and construction.
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