Adaptive Filtering

Theories and Applications

164 Seiten, Hardcover

Kurzbeschreibung des Verlags

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.

• Themen: Informatik und Informationstechnologie Informatik Systemanalyse und -design
• ISBN: 9789535109983
• Sprache: Englisch
• Erscheinungsdatum: 20.02.2013
• Größe: 266 x 185 mm
• Verlag: IntechOpen
• Herausgegeben von: Lino Garcia Morales