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.
Specifications |
Descriptions |
ISBN |
9789535109983 |
Year |
2014 |
Binding |
Hardcover |
Subject |
Electrical & Electronics Engineering |
Pages |
164 |
Weight |
0.4 |
Readership |
NA |