Title :
FIR blind equalizers: no local minima issue?
Author_Institution :
ETIS/ENSEA, Cergy-Pontoise, France
Abstract :
Blind equalization was shown to be perfectly achievable within some channel identifiability conditions and no additive channel noise. Under these conditions some approaches such as constant modulus, known to have local minima when using a FIR equalizer, were proved to have only minima corresponding to perfect equalization performances. We extend, under the channel identifiability conditions, the results of perfect equalization existing for doubly infinite length equalizers to the case of FIR equalizers. Moreover, when the channel is corrupted by a small amount of additive noise, the optimal receivers are still in the vicinity of the Wiener receivers. Blind equalization criteria can then achieve almost as good performance as the non-blind optimal Wiener filter!
Keywords :
FIR filters; Wiener filters; adaptive equalisers; adaptive filters; digital radio; filtering theory; identification; multipath channels; noise; radio receivers; FIR blind equalizers; Wiener receivers; additive channel noise; channel identifiability conditions; constant modulus; corrupted channel; doubly infinite length equalizers; local minima; multipath propagation; nonblind optimal Wiener filter; optimal receivers; perfect equalization performance; wireless digital communications; Additive noise; Blind equalizers; Delay; Digital communication; Digital filters; Finite impulse response filter; Intersymbol interference; Radio access networks; Wiener filter; Wireless communication;
Conference_Titel :
Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on
Conference_Location :
Santorini
Print_ISBN :
0-7803-4137-6
DOI :
10.1109/ICDSP.1997.627992