Title :
A novel multiuser detector based on global-best harmony search algorithm
Author :
Arani, Atefeh Haji Jamali ; Azmi, Paeiz
Author_Institution :
Dept. of Electr. & Comput. Eng., Tarbiat Modares Univ., Tehran, Iran
Abstract :
Using meta-heuristic algorithms, such as harmony search (HS) algorithms are commonly used in many engineering fields. In this paper, we proposed a novel multiuser detector (MUD) for direct sequence-code division multiple access (DS-CDMA) systems. The detector is based on one of the HS algorithm versions called global-best harmony search (GHS) algorithm. The GHS algorithm is easy to be applied in DS-CDMA systems and needs fewer tunable parameters. Simulation results show that the proposed method offers much lower computational complexity than the optimum multiuser detector (OMD) and provides better performance over the conventional detector (CD) and detectors based on the harmony search algorithm (HS) and improved harmony search (IHS) algorithm.
Keywords :
code division multiple access; computational complexity; multiuser detection; search problems; spread spectrum communication; DS-CDMA system; GHS algorithm; IHS algorithm; MUD; OMD; computational complexity; conventional detector; direct sequence-code division multiple access system; global-best harmony search algorithm; improved harmony search algorithm; meta-heuristic algorithm; optimum multiuser detector; tunable parameter; Bit error rate; Computational complexity; Detectors; Heuristic algorithms; Multiaccess communication; Multiuser detection; Optimization; code division multiple access (CDMA); global-best harmony search (GHS) algorithm; multiuser detectector (MUD);
Conference_Titel :
Electrical Engineering (ICEE), 2014 22nd Iranian Conference on
Conference_Location :
Tehran
DOI :
10.1109/IranianCEE.2014.6999818