Title :
An adaptive multiuser interference rejection algorithm for direct-sequence code division multiple access
Author :
Mandayam, Narayan B. ; Aazhang, Behnaam
Author_Institution :
Dept. of Electr. & Comput. Eng., Rice Univ., Houston, TX, USA
fDate :
27 Jun-1 Jul 1994
Abstract :
In this paper we consider a direct sequence code division multiple access (DS-CDMA) system from the framework of a discrete event dynamic system (DEDS) and develop infinitesimal perturbation analysis (IPA) for estimating the sensitivity of the average probability of bit-error in such systems. The above estimates are shown to be unbiased, and this technique is then further incorporated into a stochastic gradient algorithm for achieving adaptive multiuser interference rejection. Specifically, we develop an algorithm for an adaptive linear detector with the average probability of error being the minimization criterion. This algorithm is shown to converge, and the resulting detector performs better than both the matched filter detector as well as the minimum mean squared error (MMSE) detector
Keywords :
adaptive signal detection; adaptive signal processing; code division multiple access; error statistics; interference suppression; minimisation; pseudonoise codes; radiofrequency interference; spread spectrum communication; DS-CDMA system; adaptive linear detector; adaptive multiuser interference rejection; average bit error probability; convergence; detector; direct-sequence code division multiple access; discrete event dynamic system; infinitesimal perturbation analysis; minimization criterion; stochastic gradient algorithm; unbiased estimates; Adaptive algorithm; Additive noise; Algorithm design and analysis; Detectors; Interference; Matched filters; Multiaccess communication; Performance analysis; Semiconductor device measurement; Stochastic processes;
Conference_Titel :
Information Theory, 1994. Proceedings., 1994 IEEE International Symposium on
Conference_Location :
Trondheim
Print_ISBN :
0-7803-2015-8
DOI :
10.1109/ISIT.1994.394840