{"title":"Hybridization of tabu search and local search metaheuristic algorithms for multiuser detection of SDMA-OFDM system","authors":"Imane Chiali, F. Debbat, F. Bendimerad","doi":"10.1109/DAT.2017.7889166","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a novel metaheuristic efficient approach based on hybridization of tabu search algorithm (TS) and local search algorithm (LS) for multiuser detection (MUD) in an uplink Space Division Multiple Access Orthogonal Frequency Division Multiplexing (SDMA-OFDM) communication system. This technique is used to improve the performance limitation of the conventional detectors caused by the multiple access interference (MAI) in full load scenario, where the number of users is equal to the number of receiver antennas. The simulation results show that the proposed algorithm outperforms the conventional detectors such as minimum mean square error (MMSE) and zero forcing (ZF).","PeriodicalId":371206,"journal":{"name":"2017 Seminar on Detection Systems Architectures and Technologies (DAT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Seminar on Detection Systems Architectures and Technologies (DAT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/DAT.2017.7889166","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, we propose a novel metaheuristic efficient approach based on hybridization of tabu search algorithm (TS) and local search algorithm (LS) for multiuser detection (MUD) in an uplink Space Division Multiple Access Orthogonal Frequency Division Multiplexing (SDMA-OFDM) communication system. This technique is used to improve the performance limitation of the conventional detectors caused by the multiple access interference (MAI) in full load scenario, where the number of users is equal to the number of receiver antennas. The simulation results show that the proposed algorithm outperforms the conventional detectors such as minimum mean square error (MMSE) and zero forcing (ZF).