DocumentCode
1409168
Title
Decentralized multiuser detection for time-varying multipath channels
Author
Kadous, Tamer A. ; Sayeed, Akbar M.
Author_Institution
Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
Volume
48
Issue
11
fYear
2000
fDate
11/1/2000 12:00:00 AM
Firstpage
1840
Lastpage
1852
Abstract
Multiple-access interference (MAI) and time-varying multipath effects are the two most significant factors limiting the performance of code-division multiple-access (CDMA) systems. While multipath effects are exploited in existing CDMA systems to combat fading, they are often considered a nuisance to MAI suppression. We propose an integrated framework based on canonical multipath-Doppler coordinates that exploits channel dispersion effects for MAI suppression. The canonical coordinates are defined by a fixed basis derived from a fundamental characterization of the propagation effects. The basis corresponds to uniformly spaced multipath delays and Doppler shifts of the signaling waveform that capture the essential degrees of freedom in the received signal and eliminate the need for estimating arbitrary delays and Doppler shifts. The framework builds on the notion of active coordinates that carry the desired signal energy, facilitate maximal exploitation of channel diversity, and provide minimum-complexity MAI suppression. Progressively powerful multiuser detectors are obtained by incorporating additional inactive coordinates carrying only MAI. Signal space partitioning in terms of active/inactive coordinates provides a direct handle on controlling receiver complexity to achieve a desired level of performance. System performance is analyzed for two characteristic time scales relative to the coherence time of the channel. Adaptive receiver structures are identified that are naturally amenable to blind implementations requiring knowledge of only the spreading code of the desired user.
Keywords
Doppler shift; adaptive signal detection; code division multiple access; diversity reception; interference suppression; least mean squares methods; multipath channels; multiuser channels; radio receivers; radiofrequency interference; time-varying channels; CDMA; Doppler shifts; MAI; active coordinates; adaptive receiver structures; canonical coordinates; channel dispersion; channel diversity; characteristic time scales; code-division multiple-access; coherence time; decentralized multiuser detection; degrees of freedom; desired signal energy; fading; inactive coordinates; minimum-complexity MAI suppression; multipath effects; multipath-Doppler coordinates; multiple-access interference; multiuser detectors; received signal; receiver complexity; signal space partitioning; signaling waveform; spreading code; system performance; time-varying multipath channels; uniformly spaced multipath delays; Delay estimation; Dispersion; Doppler shift; Fading; Multiaccess communication; Multipath channels; Multiple access interference; Multiuser detection; Propagation delay; Time varying systems;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/26.886474
Filename
886474
Link To Document