Title :
New algorithm for blind adaptive equalization based on constant modulus criterion
Author :
Kou, Y.J. ; Lu, W.-S. ; Antoniou, A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Victoria Univ., BC, Canada
Abstract :
Constant modulus (CM) based algorithms for blind channel equalization is well known for their effectiveness and simplicity. Recently, new CM-based equalization algorithms with improved performance have been proposed. In this paper, a new blind adaptive CM equalization algorithm using a quasi-Newton optimization method is proposed. Simulation results are presented which demonstrate that the proposed algorithm leads to an improved convergence rate as well as reduced computational complexity relative to those of some existing algorithms.
Keywords :
adaptive equalisers; blind equalisers; computational complexity; optimisation; blind adaptive equalization; blind channel equalization; computational complexity; constant modulus criterion; equalization algorithms; quasiNewton optimization method; AWGN; Adaptive equalizers; Blind equalizers; Channel capacity; Computational complexity; Computational modeling; Convergence; Digital communication; Intersymbol interference; Optimization methods;
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.2004.1329448