TY - CHAP
A1 - Yang Han
ED1 - Lino Garcia Morales
Y1 - 2013-02-20
PY - 2013
T1 - On Using ADALINE Algorithm for Harmonic Estimation and Phase-Synchronization for the Grid-Connected Converters in Smart Grid Applications
N2 - 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.
BT - Adaptive Filtering
SP - Ch. 2
UR - https://doi.org/10.5772/52547
DO - 10.5772/52547
SN -
PB - IntechOpen
CY - Rijeka
Y2 - 2020-08-14
ER -