{"title":"基于两级反馈信道量化的MU-MIMO系统次优用户调度","authors":"Deepika Choudhary, S. Mishra","doi":"10.1109/CSCITA.2017.8066547","DOIUrl":null,"url":null,"abstract":"We considered a multi-user MIMO broadcast (BC) system with multiple antennas at both transmitter and receiver sides. A scheduling scheme using semi-orthogonal user selection (SUS) with zero-forcing beamforming (ZFBF) is implemented. The total feedback load required in ZFBF systems is reduced by implementing a two stage feedback scheme by restricting the number of users to participate in each stage of scheduling. The minimal number of users participated in the scheduling process, the total channel state information (CSI) feedback from user side decreases drastically. Each user calculates its expected signal-to-interference-plus-noise ratio (SINR) and quantizes its channel direction information (CDI) vector. For this we use a codebook to generate the quantize CDI. A receiver combining strategy called the maximum expected SINR combiner (MESC) is used at the receiver side. In our approach we use the expectation of SINR rather than actual SINR of each user. The achieved sum-rate capacity of the proposed system is simulated and compared with existing ZFBF-SUS system. The effect of codebook size on the system performance is also investigated.","PeriodicalId":299147,"journal":{"name":"2017 2nd International Conference on Communication Systems, Computing and IT Applications (CSCITA)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Sub-optimal user scheduling for MU-MIMO system using channel quantization with two-stage feedback\",\"authors\":\"Deepika Choudhary, S. Mishra\",\"doi\":\"10.1109/CSCITA.2017.8066547\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We considered a multi-user MIMO broadcast (BC) system with multiple antennas at both transmitter and receiver sides. A scheduling scheme using semi-orthogonal user selection (SUS) with zero-forcing beamforming (ZFBF) is implemented. The total feedback load required in ZFBF systems is reduced by implementing a two stage feedback scheme by restricting the number of users to participate in each stage of scheduling. The minimal number of users participated in the scheduling process, the total channel state information (CSI) feedback from user side decreases drastically. Each user calculates its expected signal-to-interference-plus-noise ratio (SINR) and quantizes its channel direction information (CDI) vector. For this we use a codebook to generate the quantize CDI. A receiver combining strategy called the maximum expected SINR combiner (MESC) is used at the receiver side. In our approach we use the expectation of SINR rather than actual SINR of each user. The achieved sum-rate capacity of the proposed system is simulated and compared with existing ZFBF-SUS system. The effect of codebook size on the system performance is also investigated.\",\"PeriodicalId\":299147,\"journal\":{\"name\":\"2017 2nd International Conference on Communication Systems, Computing and IT Applications (CSCITA)\",\"volume\":\"122 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 2nd International Conference on Communication Systems, Computing and IT Applications (CSCITA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CSCITA.2017.8066547\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 2nd International Conference on Communication Systems, Computing and IT Applications (CSCITA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSCITA.2017.8066547","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Sub-optimal user scheduling for MU-MIMO system using channel quantization with two-stage feedback
We considered a multi-user MIMO broadcast (BC) system with multiple antennas at both transmitter and receiver sides. A scheduling scheme using semi-orthogonal user selection (SUS) with zero-forcing beamforming (ZFBF) is implemented. The total feedback load required in ZFBF systems is reduced by implementing a two stage feedback scheme by restricting the number of users to participate in each stage of scheduling. The minimal number of users participated in the scheduling process, the total channel state information (CSI) feedback from user side decreases drastically. Each user calculates its expected signal-to-interference-plus-noise ratio (SINR) and quantizes its channel direction information (CDI) vector. For this we use a codebook to generate the quantize CDI. A receiver combining strategy called the maximum expected SINR combiner (MESC) is used at the receiver side. In our approach we use the expectation of SINR rather than actual SINR of each user. The achieved sum-rate capacity of the proposed system is simulated and compared with existing ZFBF-SUS system. The effect of codebook size on the system performance is also investigated.