Title :
A review of heuristic near-optimum MuD for MC-CDMA systems
Author :
Larbi, Nacera ; Debbat, Fatima ; Stambouli, A. Boudghene
Author_Institution :
CDS -Satellites Dev. Centre, USTO, Oran, Algeria
Abstract :
This paper reviews the performances of three heuristic near-optimum Multiuser Detection (MuD) approaches applied to the synchronous Multicarrier Code Division Multiple Access (MC-CDMA) communication systems. Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and Ant-Colony Optimization (ACO) heuristic MuD detection algorithms are analyzed in details. The simulations show that, the bit error rate (BER) performance reached by all near optimum Heuristic MuD depends on the system operation conditions and the channel used. It was shown also that ACO MuD is capable of reducing significantly the computational complexity in comparison to that of Verdu´s optimum MuD.
Keywords :
ant colony optimisation; code division multiple access; error statistics; genetic algorithms; multiuser detection; particle swarm optimisation; ACO MuD; BER; MC-CDMA systems; PSO; ant-colony optimization; bit error rate; genetic algorithm; heuristic near-optimum MuD; heuristic near-optimum multiuser detection; multicarrier code division multiple access communication systems; particle swarm optimization; ACO; BER; GA; Heuristic; MC-CDMA; MuD; PSO;
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4799-3823-0
DOI :
10.1109/ICMCS.2014.6911420