Title :
A blind equalization with the variable decision region
Author :
Kwon, Sung-lark ; Moon, Tae-hyun ; Lee, Jae-hyuck ; Kang, Changeon
Author_Institution :
Dept. of Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
A blind equalization algorithm may be switched to a decision-directed (DD) scheme in order to speed up the convergence rate. In this paper, we propose a new blind equalization scheme that automatically switches to the DD mode. The proposed scheme operates in two modes: a blind equalization mode and a DD mode. The mode is determined by the region in which the equalizer output lies, and the region varies as function of the estimated value of the error variance. Only the equalized signal that falls in the region of confidence is used to calculate the variance. From simulation results, it is shown that this scheme can achieve faster convergence and small MSE
Keywords :
convergence; decision theory; digital communication; equalisers; DD mode; blind equalization; convergence; decision-directed scheme; variable decision region; Blind equalizers; Clustering algorithms; Convergence; Decision feedback equalizers; Delay effects; Digital communication; Filters; Maximum likelihood estimation; Moon; Switches;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 1997. Waves of the Year 2000. PIMRC '97., The 8th IEEE International Symposium on
Conference_Location :
Helsinki
Print_ISBN :
0-7803-3871-5
DOI :
10.1109/PIMRC.1997.630920