TY - GEN
T1 - Parameter estimation for harmonics by the quadratic interpolation
AU - Wu, Rong Ching
AU - Yang, Tai Yi
AU - Ou, Ting Chia
PY - 2007
Y1 - 2007
N2 - This paper offers a complete method to find the exact amplitude, frequency, and phase of harmonics. A simulated signal is taken to fit the real one. When this simulated signal is equal to the real one, the parameters of the simulated signal are identical to the real values. This method includes three major processes, initial value setting, gradient method, and quadratic interpolation. In initial value setting, this process analyzes the scale data with the two highest amplitudes of each band, and the precise values will be found. The difference between simulated and practical signals could be expressed as a least mean square problem. The gradient method provides the initial condition for the quadratic interpolation. The minimum error search is accomplished by the quadratic interpolation, which could improve the search efficiency and reduce iteration time. After a few iterations, the method will obtain the exact harmonic parameters.
AB - This paper offers a complete method to find the exact amplitude, frequency, and phase of harmonics. A simulated signal is taken to fit the real one. When this simulated signal is equal to the real one, the parameters of the simulated signal are identical to the real values. This method includes three major processes, initial value setting, gradient method, and quadratic interpolation. In initial value setting, this process analyzes the scale data with the two highest amplitudes of each band, and the precise values will be found. The difference between simulated and practical signals could be expressed as a least mean square problem. The gradient method provides the initial condition for the quadratic interpolation. The minimum error search is accomplished by the quadratic interpolation, which could improve the search efficiency and reduce iteration time. After a few iterations, the method will obtain the exact harmonic parameters.
UR - http://www.scopus.com/inward/record.url?scp=78650759827&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78650759827&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:78650759827
SN - 9780889867017
T3 - Proceedings of the IASTED Asian Conference on Modelling and Simulation
SP - 41
EP - 46
BT - Proceedings of the IASTED Asian Conference on Modelling and Simulation
T2 - IASTED Asian Conference on Modelling and Simulation
Y2 - 8 October 2007 through 10 October 2007
ER -