Title :
A decoupled WLS approach to DS-CDMA multiuser detection
Author :
Ranheim, Anders ; Pelin, Per
Author_Institution :
Dept. of Appl. Electron., Chalmers Univ. of Technol., Goteborg, Sweden
Abstract :
A new algorithm for multiuser detection in a DS-CDMA system is presented. Based on an algorithm originally developed in the array-processing context, it minimizes a weighted least-squares criterion, and detects one signal at a time. A performance analysis in terms of the bit-error rate is carried out, and demonstrates that the proposed method is asymptotically identical to the LMMSE-estimator, but without assuming or requiring any knowledge of the signal amplitudes. Only the desired user´s signature sequence and timing is required. Both a batch and a recursive formulation of the algorithm is described and simulation results are included in addition to the analysis, to highlight the comparison to other methods.
Keywords :
Gaussian channels; code division multiple access; error statistics; iterative methods; least squares approximations; pseudonoise codes; signal detection; spread spectrum communication; AWGN channel; DS-CDMA multiuser detection; LMMSE-estimator; array-processing; batch formulation; bit-error rate; decoupled iterative WLS; performance analysis; recursive formulation; signal amplitudes; signature sequence; simulation results; weighted least-squares; Algorithm design and analysis; Bit error rate; Delay estimation; Gaussian noise; Iterative algorithms; Multiaccess communication; Multiuser detection; Performance analysis; Signal detection; Timing;
Conference_Titel :
Signals, Systems & Computers, 1997. Conference Record of the Thirty-First Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-8316-3
DOI :
10.1109/ACSSC.1997.680433