Adaptive Filtering: Theories and Applications

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.

• | Author: Lino Garcia Morales
• | Publisher: Intechopen
• | Publication Date: Feb 20, 2013
• | Number of Pages: 166 pages
• | Binding: Hardback or Cased Book
• | ISBN-10: 9535109987
• | ISBN-13: 9789535109983