Title :
Transform methods of PAM signals for asymmetric distribution in 3rd-order blind equalizer
Author :
Chung, Kyo IL ; Lim, Chae Tak
Author_Institution :
Electron. & Telecommun. Res. Inst., Seoul, South Korea
Abstract :
In this paper, we have considered the 3rd order blind equalizer using symmetric to asymmetric transforms and asymmetric to symmetric transforms of PAM signals by the square root operation and reciprocal operation. The purposes of these transforms and 3rd order blind equalizations are (i) better mean square error (MSE) performances with less computational complexities than 4th order blind equalizers and (ii) real time operations are required for estimating 3rd order cumulants. At the receiver square operation and reciprocal observation are required for recovering the asymmetrically transformed signals after equalization. As a result of computer simulation, transform methods with reciprocal and square root operations are better than the transform method with the natural logarithmic operation by about 8 dB maximum in MSE at specific K, compression factor. The computational complexities of the 3rd order method are about a half that of the 4th order method. We discuss the importance of skewness at small values and the performance of the blind equalizer
Keywords :
approximation theory; communication complexity; equalisers; higher order statistics; pulse amplitude modulation; signal reconstruction; transforms; 3rd-order blind equalizer; PAM signals; asymmetric distribution; asymmetric to symmetric transforms; asymmetrically transformed signal; compression factor; computational complexities; mean square error performances; natural logarithmic operation; performance; real time operations; reciprocal operation; skewness; square root operation; symmetric to asymmetric transforms; Additive noise; Blind equalizers; Computational complexity; Computer simulation; Maximum likelihood estimation; Noise generators; Noise robustness; Statistical distributions; Statistics; Transmitters;
Conference_Titel :
TENCON '96. Proceedings., 1996 IEEE TENCON. Digital Signal Processing Applications
Conference_Location :
Perth, WA
Print_ISBN :
0-7803-3679-8
DOI :
10.1109/TENCON.1996.608413