Title :
Efficacy of adaptive signal processing algorithms
Author :
Moustakides, George V.
Author_Institution :
Dept. of Comput. Eng., Patras Univ., Greece
fDate :
27 Jun-1 Jul 1994
Abstract :
A method for theoretically comparing a class of adaptive estimation algorithms is presented. The method consists in defining for each algorithm in the class a quantity (the efficacy) that is theoretically computable, that depends only on the statistics of the data. The larger the efficacy the better the algorithm performs
Keywords :
adaptive estimation; adaptive signal processing; statistical analysis; adaptive estimation algorithms; adaptive signal processing algorithms; data statistics; efficacy; performance; Adaptive signal processing; Error analysis; Least squares approximation; Mean square error methods; Signal processing; Signal processing algorithms; Statistical distributions; Statistics; Steady-state; Stochastic processes;
Conference_Titel :
Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on
Conference_Location :
Trondheim
Print_ISBN :
0-7803-2015-8
DOI :
10.1109/ISIT.1994.394846
