Title :
Performance of the adaptive LMS orthogonal filters
Author :
Tan, Alfredo C. ; Liu, Tsui-Feng
Author_Institution :
Dept. of Electr. Eng., Fairleigh Dickinson Univ., Teaneck, NJ, USA
Abstract :
The authors compare the performance of the adaptive least mean square (LMS) orthogonal filters with those of adaptive LMS direct form and lattice form infinite impulse response (IIR) filters. The comparison is based on the complexities of computing the gradient, and monitoring the stability as well as the convergence properties observed from computer simulations when the adaptive filters are applied to system identification
Keywords :
adaptive filters; convergence; digital filters; filtering and prediction theory; least squares approximations; stability; adaptive LMS orthogonal filters; convergence properties; least mean square; performance comparison; stability; system identification; Adaptive filters; Computerized monitoring; Convergence; Digital filters; IIR filters; Lattices; Least squares approximation; Passive filters; Stability; System identification;
Conference_Titel :
Circuits and Systems, 1992., Proceedings of the 35th Midwest Symposium on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-0510-8
DOI :
10.1109/MWSCAS.1992.271017
