Title :
Convergence speed up in adaptive time delay estimation
Author :
Ho, K.C. ; Ching, P.C. ; Chan, Y.T.
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Hong Kong
Abstract :
An adaptive configuration is introduced for time delay estimation whereby two adaptive filters, one giving a time delay and another a time advance of equal amount, are adapted simultaneously to minimize the errors. This configuration gives a fourfold increase in convergence speed compared with the conventional single adaptive filter. Proofs for convergence and speed up are given, together with verification from simulation results
Keywords :
adaptive filters; convergence of numerical methods; filtering and prediction theory; parameter estimation; adaptive filters; adaptive time delay estimation; convergence speed; error minimisation; speed up; Adaptive filters; Convergence; Delay effects; Delay estimation; Finite impulse response filter; Least squares approximation; Military computing; Parameter estimation; Sampling methods; Sonar;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115656