Title :
Convergence and steady-state analysis of the cost function adaptation algorithms for data echo cancellation
Author :
Rusu, Corneliu ; Cowan, Colin F N
Author_Institution :
Signal Process. Lab., Tampere Univ. of Technol., Finland
Abstract :
A general convergence and steady-state analysis of the recently proposed cost function adaptation algorithms is carried out in this paper, and closed-form expressions for the step-size bounds, time-constants and misadjustment are obtained
Keywords :
adaptive signal processing; echo suppression; gradient methods; closed-form expressions; cost function adaptation algorithms; data echo cancellation; misadjustment; steady-state analysis; step-size bounds; time-constants; Algorithm design and analysis; Convergence; Cost function; Echo cancellers; Equations; Error correction; Least squares approximation; Signal processing algorithms; Steady-state; Stochastic processes;
Conference_Titel :
Circuits and Systems, 2000. Proceedings. ISCAS 2000 Geneva. The 2000 IEEE International Symposium on
Conference_Location :
Geneva
Print_ISBN :
0-7803-5482-6
DOI :
10.1109/ISCAS.2000.858762
