Title :
Variable step-size blind adaptive equalization algorithms
Author :
Weerackody, Vijitha ; Kassam, Saleem A.
Abstract :
The authors present a variable step-size scheme that speeds up the convergence process of a general class of stochastic-gradient-based blind equalization algorithms. Four stochastic-gradient-type algorithms that are available for blind adaptive equalization are presented, and the variable step-size scheme for these algorithms is introduced. Simulation results are presented to demonstrate the significant improvements in the convergence rates that are obtained using this variable step-size scheme
Keywords :
adaptive filters; convergence; equalisers; interference suppression; blind adaptive equalization algorithms; convergence; digital data transmission; intersymbol interference reduction; stochastic-gradient-type algorithms; variable step-size scheme; Adaptive equalizers; Adaptive filters; Blind equalizers; Convergence; Error analysis; Intersymbol interference; Quadrature amplitude modulation; Stochastic processes; Transmitters; Vectors;
Conference_Titel :
Circuits and Systems, 1991., IEEE International Sympoisum on
Print_ISBN :
0-7803-0050-5
DOI :
10.1109/ISCAS.1991.176435