Title :
Blind adaptive CDMA receivers based on independent component separation with user-and-delay identification
Author :
Zhu, Shouhong ; Arasaratnam, P. ; Constantinides, A.G.
Author_Institution :
Dept. of Electr. & Electron. Eng., Imperial Coll., London, UK
Abstract :
In this paper, new blind adaptive CDMA receivers based on independent component separation with user-and-delay identification are presented for practical multipath channel environments. The proposed cost functions are globally convergent and the obtained weight matrices at the global minima are in the vicinity of the inverse of the contribution matrix, to within a phase and/or permutation ambiguity. The proposed user-and-delay. identification, which is performed periodically on the obtained weight matrix, can distinguish with high probability the filter that corresponds to the desirably delayed data symbol bit of the user of interest. Analyses and simulations demonstrate that the presented blind adaptive receivers have higher user-and-delay identifiable capacity, and can achieve fast convergence speed and high steady state performance at low computational complexity.
Keywords :
3G mobile communication; code division multiple access; convergence of numerical methods; correlation methods; delays; matrix inversion; multipath channels; multiuser channels; radio receivers; spread spectrum communication; DS-CDMA; blind adaptive CDMA receivers; blind adaptive receivers; cross-correlation constant modulus receiver; delayed data symbol bit; direct sequence code division multiple access; fast convergence speed; global minima; globally convergent cost functions; high steady state performance; independent component separation; inverse contribution matrix; low computational complexity; multipath channel; permutation ambiguity; phase ambiguity; simulations; third generation communication systems; user-and-delay identifiable capacity; user-and-delay identification; weight matrices; weight matrix; wireless mobile communication systems; Analytical models; Computational modeling; Convergence; Cost function; Delay; Filters; Multiaccess communication; Multipath channels; Performance analysis; Steady-state;
Conference_Titel :
Signal Processing, 2002 6th International Conference on
Print_ISBN :
0-7803-7488-6
DOI :
10.1109/ICOSP.2002.1180024