Title :
A hybrid multiuser detection approach based on tabu search algorithm and multistage detector
Author :
Wang, Yanbin ; Hu, Zhiheng ; Yu, Juebang
Author_Institution :
Coll. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
fDate :
29 June-1 July 2002
Abstract :
In this study, a. hybrid approach that employs a tabu search (TS) algorithm and a multistage detector (MSD) for the multiuser detection problem in code-division multiple-access communication system is proposed. Using this approach, the TS is used as the first stage of the MSD to provide a good initial point for successive stages of the MSD. Such a hybridization of the TS with the MSD reduces its computational complexity by providing faster convergence. In addition, a better initial data estimate supplied by the TS improves the performance of the MSD. Simulation results for the synchronous and asynchronous cases are provided to show that the approach is promising.
Keywords :
code division multiple access; communication complexity; error statistics; multiuser detection; search problems; asynchronous cases; code-division multiple-access communication system; computational complexity; hybrid multiuser detection approach; hybridization; initial data estimate; multistage detector; synchronous cases; tabu search algorithm; Computational complexity; Computational modeling; Convergence; Decorrelation; Detectors; Educational institutions; Filter bank; Multiaccess communication; Multiple access interference; Multiuser detection;
Conference_Titel :
Communications, Circuits and Systems and West Sino Expositions, IEEE 2002 International Conference on
Print_ISBN :
0-7803-7547-5
DOI :
10.1109/ICCCAS.2002.1180623