Title :
Transient performance degradation of the LMS adaptive algorithm
Abstract :
In the present paper, the transient performance of correlated input data is studied for LMS adaptive algorithm. Analysis is performed for adaptive systems identification with stationary Gaussian inputs. The LMS adaptive algorithm behavior is tested in a system identification application using Matlab simulations.
Keywords :
adaptive filters; least mean squares methods; transient analysis; LMS adaptive algorithm; Matlab simulations; adaptive systems identification; correlated input data; stationary Gaussian inputs; system identification application; transient performance degradation;
Conference_Titel :
Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on
Print_ISBN :
0-7803-7979-9
DOI :
10.1109/SCS.2003.1227102
