{"title":"Limited Feedback for MU-MIMO Systems with One-Bit ADCs: A Coding-Theoretical Perspective","authors":"Seunghoon Lee, N. Lee","doi":"10.1109/GCWkshps45667.2019.9024435","DOIUrl":null,"url":null,"abstract":"This paper considers a multi-user multiple-input multiple-output (MU-MIMO) system with one-bit analog-to-digital converters. In this system, a novel limited feedback method for transmit precoding is proposed. The key idea of the proposed feedback method is to use a coding theoretical approach. By converting the MU-MIMO system into the equivalent parallel binary symmetry channels, a receiver constructs multiple precodedchannel- dependent codebooks using both the estimated channel from pilot transmissions and predefined precoding matrices. Then, it sends back the index of the best precoding matrix that maximizes a lower bound of the correct detection probability, which is proportional to the maximum of minimum Hamming distances of the codebooks. One interesting observation is that the proposed method provides a significant gain in terms of bit-error-rates compared to open-loop transmission, even with a few bits feedback under certain antenna configurations.","PeriodicalId":210825,"journal":{"name":"2019 IEEE Globecom Workshops (GC Wkshps)","volume":"6 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 IEEE Globecom Workshops (GC Wkshps)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/GCWkshps45667.2019.9024435","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
This paper considers a multi-user multiple-input multiple-output (MU-MIMO) system with one-bit analog-to-digital converters. In this system, a novel limited feedback method for transmit precoding is proposed. The key idea of the proposed feedback method is to use a coding theoretical approach. By converting the MU-MIMO system into the equivalent parallel binary symmetry channels, a receiver constructs multiple precodedchannel- dependent codebooks using both the estimated channel from pilot transmissions and predefined precoding matrices. Then, it sends back the index of the best precoding matrix that maximizes a lower bound of the correct detection probability, which is proportional to the maximum of minimum Hamming distances of the codebooks. One interesting observation is that the proposed method provides a significant gain in terms of bit-error-rates compared to open-loop transmission, even with a few bits feedback under certain antenna configurations.