Title :
Simulated Annealing based multiuser detection for synchronous SDMA system
Author :
Xia, Jinhuan ; Lv, Tiejun ; Yun, Xiang ; Su, Xinghui ; Yang, Shaoshi
Author_Institution :
Sch. of Inf. & Commun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
In this treatise, a novel simulated annealing (SA) based multi-user detection (MUD) is proposed in synchronous space division multiple access (SDMA) system. SA MUD modifies experiential cooling schedule (CS) of traditional SA algorithm according to its use in MUD. Moreover, in order to ensure sufficient diversity acquired in the whole Markov chain and to prevent from being trapped at local optima, uniform mutation (UM) based trial vector generation scheme is brought forward. In addition, the optimal solution recording scheme is also invoked in case of being lost during cooling process. Simulation results illustrate that in comparison with genetic algorithm (GA) MUD in the same simulation conditions, without turbo processing and soft-information, SA MUD proposed in this paper performs better, approaching the performance of maximum likelihood (ML) MUD and imposes lower complexity.
Keywords :
diversity reception; genetic algorithms; maximum likelihood estimation; multiuser detection; simulated annealing; space division multiple access; Markov chain; experiential cooling schedule; genetic algorithm; maximum likelihood MUD; multiuser detection; simulated annealing; synchronous SDMA system; synchronous space division multiple access system; uniform mutation based trial vector generation scheme; Bit error rate; Cooling; Genetic mutations; Interference cancellation; MIMO; Multiaccess communication; Multiuser detection; OFDM; Scheduling algorithm; Simulated annealing;
Conference_Titel :
Communication Systems, 2008. ICCS 2008. 11th IEEE Singapore International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4244-2423-8
Electronic_ISBN :
978-1-4244-2424-5
DOI :
10.1109/ICCS.2008.4737222