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Title: | Adaptive Filtering - Theories and Applications |
Authors: | Lino Garcia Morales |
Issue Date: | 2013 |
Publisher: | InTech |
Abstract: | Adaptive filtering can be used to characterize unknown systems in time-variant environments. The main objective of this approach is to meet a difficult comprise: maximum convergence speed with maximum accuracy. Each application requires a certain approach which determines the filter structure, the cost function to minimize the estimation error, the adaptive algorithm, and other parameters; and each selection involves certain cost in computational terms, that in any case should consume less time than the time required by the application working in real-time. Theory and application are not, therefore, isolated entities but an imbricated whole that requires a holistic vision. This book collects some theoretical approaches and practical applications in different areas that support expanding of adaptive systems. |
link: | http://www.intechopen.com/books/adaptive-filtering-theories-and-applications |
Keywords: | Engineering; Electrical and Electronic Engineering |
ISBN: | 978-953-51-0998-3 |
Theme: | 教科書-應用科學類 |
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