Title :
A dual mode decision feedback equalizer employing the conjugate gradient algorithm
Author :
Zhang, Yihai ; Gulliver, T. Aaron
Author_Institution :
Dept. of Electr. & Comput. Eng., Victoria Univ., BC, Canada
Abstract :
Decision feedback equalizers are commonly employed to reduce the error caused by intersymbol interference. In this paper, we propose a decision feedback equalizer (DFE) that automatically switches between the constant modulus algorithm (CMA) and the decision-directed algorithm (DD). Performance is compared with a CMA-DFE. To improve the slow convergence characteristics of the LMS algorithm, the conjugate gradient (CG) algorithm is employed. Simulation results show that the proposed decision feedback equalizer provides better performance and faster convergence with reasonable computational complexity.
Keywords :
computational complexity; conjugate gradient methods; decision feedback equalisers; intersymbol interference; least mean squares methods; LMS algorithm; computational complexity; conjugate gradient algorithm; constant modulus algorithm; convergence characteristics; decision-directed algorithm; dual mode decision feedback equalizer; intersymbol interference; AWGN; Binary phase shift keying; Blind equalizers; Character generation; Convergence; Decision feedback equalizers; Filters; Intersymbol interference; Least squares approximation; Switches;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1329453