Title :
An improved algorithm for blind equalization based on the tricepstrum
Author :
Zhao Cheng-lin ; Ze-min, Liu ; Zheng, Zhou
Author_Institution :
Beijing Univ. of Posts & Telecommun., China
Abstract :
In this paper, we give an improved algorithm for blind equalization based on the tricepstrum. The tricepstrum equalization algorithm (TEA) proposed by D. Hatzinakos and C.L. Nikias (1989) has more excess MSE after convergence and it may cause error determination at the system output. For decreasing the excess MSE, we give a new cost function by combining the TEA algorithm and Sato algorithm. The results of theoretic analysis and simulation show that our algorithm has good convergence performance and can overcome the intersymbol interference (ISI), moreover it has lower excess MSE
Keywords :
adaptive equalisers; cepstral analysis; convergence of numerical methods; higher order statistics; intersymbol interference; least mean squares methods; telecommunication channels; ISI; MSE; Sato algorithm; blind equalization; convergence; cost function; higher order cumulants; improved algorithm; intersymbol interference; tricepstrum equalization algorithm; Algorithm design and analysis; Analytical models; Blind equalizers; Communication systems; Cost function; Finite impulse response filter; Interference; Parameter estimation; Performance analysis; Technological innovation;
Conference_Titel :
Signal Processing, 1996., 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-2912-0
DOI :
10.1109/ICSIGP.1996.567326
