DocumentCode
1374981
Title
Performance of a spatio-temporal matched filter receiver for DS/SSMA communications
Author
Ho Cho, Joon ; Lehnert, James S.
Author_Institution
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
Volume
18
Issue
8
fYear
2000
Firstpage
1505
Lastpage
1515
Abstract
A spatio-temporal matched filter receiver for direct-sequence spread-spectrum multiple-access (DS/SSMA) communications with aperiodic random quadriphase spreading sequences is derived, and the system performance is analyzed. It is shown with the method of characteristic functions that the cross-correlation coefficients between the desired user´s and the interfering users´ spreading sequences tend, in distribution, to independently and identically distributed circularly symmetric complex Gaussian random variables as the processing gain goes to infinity. Based on this Gaussian approximation, the structure of the spatio-temporal matched filter receiver is derived and a bit error rate formula is obtained. Using Monte-Carlo simulations, as well as analytical methods, it is shown that the spatio-temporal matched filter receiver achieves a significant performance improvement over the conventional, temporal, and spatial matched filter receivers by effectively suppressing the multiple access interference.
Keywords
Gaussian processes; Monte Carlo methods; adaptive filters; adaptive signal processing; approximation theory; digital simulation; error statistics; filtering theory; interference suppression; matched filters; multi-access systems; multiuser channels; optimization; radio receivers; radiofrequency interference; random processes; spread spectrum communication; BER formula; DS/SSMA communications; Gaussian approximation; Monte-Carlo simulations; adaptive implementation; analytical methods; aperiodic random quadriphase spreading sequences; bit error rate; characteristic functions; circularly symmetric complex Gaussian random variables; conventional matched filter receiver; cross-correlation coefficients; direct-sequence spread-spectrum multiple-access; i.i.d. random variables; multiple access interference suppression; parameter optimisation; performance; processing gain; spatial matched filter receiver; spatio-temporal matched filter receiver; spreading sequences; system performance; temporal matched filter receiver; AWGN; Binary phase shift keying; Gaussian approximation; Intersymbol interference; Matched filters; Multiple access interference; Nonlinear filters; Performance analysis; Signal processing; System performance;
fLanguage
English
Journal_Title
Selected Areas in Communications, IEEE Journal on
Publisher
ieee
ISSN
0733-8716
Type
jour
DOI
10.1109/49.864014
Filename
864014
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