Adaptive Filtering : Theories and Applications
Overview
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.
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Details
- ISBN-13: 9789535109983
- ISBN-10: 9535109987
- Publisher: Intechopen
- Publish Date: February 2013
- Dimensions: 9.61 x 6.69 x 0.44 inches
- Shipping Weight: 1.03 pounds
- Page Count: 166
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