Linear multiuser detection (MUD) for frequency selective channels has always been considered a prohibitive computational task in CDMA systems. In time slotted CDMA, the block-type MUD involves the inversion of a large matrix that depends on the block size and on the number of users. Sub-optimal techniques are computationally efficient but show some performance degradation. The reduced complexity detectors can be either block-type or one-shot. Compared to one-shot approximation of MUD, the block-type detectors have less computational complexity and large latency. However, the tracking of channel variations within the block is not feasible with any block-type processing (e.g., for the adaptive receiver). These compelling aspects force us to use a one-shot MUD algorithm for space-time channels such as the sliding window decorrelator (SWD). Block-based MUD and SWD algorithms for TDD-UTRA system are compared in term of performance, computational complexity, parallelism and hardware implementation.

Space-time multiuser detectors for TDD-UTRA: Design and optimization

NICOLI, MONICA BARBARA;RAMPA, VITTORIO;SPAGNOLINI, UMBERTO
2001-01-01

Abstract

Linear multiuser detection (MUD) for frequency selective channels has always been considered a prohibitive computational task in CDMA systems. In time slotted CDMA, the block-type MUD involves the inversion of a large matrix that depends on the block size and on the number of users. Sub-optimal techniques are computationally efficient but show some performance degradation. The reduced complexity detectors can be either block-type or one-shot. Compared to one-shot approximation of MUD, the block-type detectors have less computational complexity and large latency. However, the tracking of channel variations within the block is not feasible with any block-type processing (e.g., for the adaptive receiver). These compelling aspects force us to use a one-shot MUD algorithm for space-time channels such as the sliding window decorrelator (SWD). Block-based MUD and SWD algorithms for TDD-UTRA system are compared in term of performance, computational complexity, parallelism and hardware implementation.
2001
IEEE 54th Vehicular Technology Conference (VTC FALL 2001)
0780370058
Algorithms; Approximation theory; Code division multiple access; Communication channels (information theory); Computational complexity; Intersymbol interference; Matrix algebra; Optimization; Parallel processing systems; Quadrature phase shift keying; Signal detection; Time division multiple access
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/240309
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