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{ "item_title" : "Adaptive Filtering", "item_author" : [" Lino Garcia Morales "], "item_description" : "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.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/9/53/510/998/9535109987_b.jpg", "price_data" : { "retail_price" : "155.00", "online_price" : "155.00", "our_price" : "155.00", "club_price" : "155.00", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Adaptive Filtering|Lino Garcia Morales

Adaptive Filtering : Theories and Applications

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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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