DocumentCode
2160648
Title
An efficient blind adaptive receiver based on parallel interference cancellation for asynchronous DS-CDMA systems
Author
Li, Min ; Hamouda, Walaa A.
Author_Institution
Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, Que., Canada
Volume
1
fYear
2004
fDate
5-8 Sept. 2004
Firstpage
709
Abstract
In this paper, we propose a modified linear parallel interference cancellation (PIC) structure using the blind adaptive minimum mean output-energy (MMOE) algorithm for direct-sequence code-division multiple-access (DS-CDMA) systems. Our aim is to improve both the convergence speed and the bit error rate (BER) performance of the conventional blind adaptive MMOE receiver in asynchronous AWGN channels. The proposed receiver structure makes use of the available knowledge of all users´ spreading codes (i.e., at the base-station) to cancel multiple access interference (MAI) using a combined adaptive MMOE-PIC algorithm. It is shown that the proposed algorithm can significantly reduce the long training period requirement of the conventional adaptive MMOE receiver due to both the asynchronous transmission and the near-far problem. The BER of the proposed system is evaluated using the Gaussian approximation. Moreover, the performance of the proposed algorithm is compared with the conventional blind trained method. Both numerical and theoretical results show that the proposed receiver performs close to the standard minimum mean-squared error (MMSE) receiver whereas the adaptive MMOE detector suffers from a higher BER due to the imperfect filter coefficients.
Keywords
AWGN channels; Gaussian channels; code division multiple access; convergence of numerical methods; error statistics; interference suppression; radio receivers; spread spectrum communication; BER performance; DS-CDMA; Gaussian approximation; MAI; MMOE; asynchronous AWGN channels; asynchronous DS-CDMA systems; bit error rate; blind adaptive receiver; convergence speed; direct-sequence code-division multiple-access; linear parallel interference cancellation; minimum mean output-energy; multiple access interference; near-far problem; AWGN channels; Bit error rate; Convergence; Detectors; Gaussian approximation; Interference cancellation; Least squares approximation; Multiaccess communication; Multiple access interference; Nonlinear filters;
fLanguage
English
Publisher
ieee
Conference_Titel
Personal, Indoor and Mobile Radio Communications, 2004. PIMRC 2004. 15th IEEE International Symposium on
Print_ISBN
0-7803-8523-3
Type
conf
DOI
10.1109/PIMRC.2004.1370962
Filename
1370962
Link To Document