Minimum probability of error for asynchronous Gaussian multiple-access channels
IEEE Transactions on Information Theory
Simulation of communication systems
Simulation of communication systems
Multiuser Detection in CDMA Mobile Terminals
Multiuser Detection in CDMA Mobile Terminals
Multiuser Detection
Parameter Selection in Particle Swarm Optimization
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Nonlinear inertia weight variation for dynamic adaptation in particle swarm optimization
Computers and Operations Research
S/MIMO MC-CDMA Heuristic Multiuser Detectors Based on Single-Objective Optimization
Wireless Personal Communications: An International Journal
Probability of error in MMSE multiuser detection
IEEE Transactions on Information Theory
Multi-user detection for DS-CDMA communications
IEEE Communications Magazine
Analysis of a simple successive interference cancellation scheme in a DS/CDMA system
IEEE Journal on Selected Areas in Communications
Ant colony input parameters optimization for multiuser detection in DS/CDMA systems
Expert Systems with Applications: An International Journal
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In this paper, the uplink direct-sequence code-division multiple access DS-CDMA multiuser detection MuD problem is studied from a heuristic perspective. The heuristic particle swarm optimisation PSO approach is due to the NP-complexity of the MuD optimisation problem. The challenge is to solve the associated hard complexity problem in a polynomial time. A complete parameter optimisation procedure for PSO applied to the MuD problem is carried out herein under different system configurations, such as high-order modulation and diversity exploitation. The PSO-MuD performance is analysed through Monte Carlo simulation MCS method. MCS results show that, after convergence, the performance achieved by the PSO-MuD is much better than that shown by the conventional detector, and somewhat closer to that given by the single-user bound. The flat Rayleigh channel is initially considered, but the results are further extended to the space-time wireless channels.