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Adaptive Filtering: Algorithms and Practical Implementation (Kluwer International Series in Engineering and Computer Science, 399)

Adaptive Filtering: Algorithms and Practical Implementation (Kluwer International Series in Engineering and Computer Science, 399)

Автор: Paulo Sergio Ramirez Diniz, ISBN: 0792399129

The field of digital signal processing has developed considerably in the last two decades. This development is related to the growth of available technologies for implementing digital signal processing algorithms. If accurate information on the signals to be processed is available, the designer can easily choose the most appropriate algorithm to process the signal. Fixed algorithms do not process efficiently signals whose statistical properties are unknown. The solution is to use an adaptive filter that automatically changes its characteristics by optimizing its internal parameters. Adaptive filtering algorithms are essential in many statistical signal processing applications. Adaptive Filtering: Algorithms and Practical Implementation is a concise presentation of adaptive filtering, covering as many algorithms as possible while avoiding adapting notations and derivations related to the different algorithms. Furthermore, the book points out the algorithms which really work in a...
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