Title :
A new approach to channel equalization problem
Author :
Menguc, Engin Cemal ; Acir, Nurettin
Author_Institution :
Elektrik - Elektron. Muhendisligi Bolumu, Nigde Univ., Niğde, Turkey
Abstract :
In this study, a new approach based on Lyapunov stability theory (LST) is proposed for channel equalization problem. For the first time, the convergence capability of the proposed algorithm is presented on the channel equalization problem. The proposed approach is compared with normalized least mean square (NLMS) algorithm. Simulation results show that the convergence capability of the proposed algorithm is better than NLMS algorithm. As a result, the proposed approach can effectively be used for the channel equalization problem.
Keywords :
Lyapunov methods; convergence; equalisers; stability; LST; Lyapunov stability theory; channel equalization problem; convergence capability; Adaptation models; Adaptive filters; Bit error rate; Convergence; Finite impulse response filters; Lyapunov methods; Signal to noise ratio; Lyapunov stabiliy theory; channel equalization; convergence capability;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2015 23th
Conference_Location :
Malatya
DOI :
10.1109/SIU.2015.7129946