Title :
An iterative interference cancellation algorithm for adaptive MMSE receivers in asynchronous code-division multiple-access systems
Author :
Hamouda, Walaa ; McLane, Peter
Author_Institution :
Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, Que., Canada
Abstract :
In this paper, we examine the performance of the iterative minimum mean-squared error (MMSE) adaptive receiver structure over asynchronous direct-sequence code-division multiple-access (DS-CDMA) channels. The receiver base-station uses estimates of the detected users´ symbols to improve the convergence rate of the adaptive algorithm. The iterative algorithm used is based on the parallel interference cancellation (PIC) algorithm, and we examine the transient behaviour of both the least-mean-square (LMS) and the recursive-least squares (RLS) algorithms in asynchronous (i.e., reverse-link) DS-CDMA systems. Our results demonstrate a significant convergence improvement for the asynchronous case. It is shown that for the more severe asynchronous case, the convergence speed of the iterative algorithm is even better than the one achieved for the synchronous channel model. Also, for systems with no power control, the iterative algorithm is shown to be near-far resistance.
Keywords :
code division multiple access; convergence of numerical methods; interference suppression; iterative methods; least mean squares methods; multiuser detection; radio receivers; spread spectrum communication; adaptive MMSE receivers; asynchronous DS-CDMA channels; asynchronous code-division multiple-access; convergence rate; iterative interference cancellation algorithm; multiuser receivers; parallel interference cancellation algorithm; transient behaviour; Adaptive algorithm; Adaptive systems; Convergence; Detectors; Interference cancellation; Iterative algorithms; Least squares approximation; Multiaccess communication; Resonance light scattering; Signal processing algorithms;
Conference_Titel :
Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
Print_ISBN :
0-7803-8163-7
DOI :
10.1109/ICECS.2003.1301868