Adaptive receiver structures for coherent and differentially coherent multiuser detection with diversity combining in the frequency-selective Rayleigh fading CDMA channels are proposed. The receiver employs a recursive-least-squares (RLS) multipath MMSE filter-bank as the front-end to mitigate the multiple-access interference and the multipath interference. Two suboptimal schemes for joint channel estimation and symbol detection are developed, namely, the decision-directed symbol-by-symbol detection and the per-survivor sequence detection. A differentially coherent detection scheme is also considered. Finally, the performance of these adaptive detectors are assessed by simulations. A salient feature of the adaptive receivers proposed is that their implementations can be mapped to VLSI systolic arrays to exploit massively parallel signal processing computation.
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