{"title":"大规模MIMO蜂窝网络的动态上行训练与导频码设计","authors":"Chenwei Wang, Zekun Zhang, H. Papadopoulos","doi":"10.1109/ITA50056.2020.9244985","DOIUrl":null,"url":null,"abstract":"We investigate non-orthogonal uplink pilot designs for improving the area spectral efficiency in the downlink of TDD reciprocity-based massive MIMO cellular networks. In particular, we develop a class of pilot designs that are locally orthogonal within each cell, while maintaining low inner-product properties between codes in different cells. Using channel estimations provided by observations on these codes, each cell independently serves its locally active users with MU-MIMO transmission that is also designed to mitigate interference to a subset of \"strongly interfered\" out-of-cell users. As our analysis shows, such cellular operation based on the proposed codes yields improvements (with respect to conventional operation) in user-rate CDFs, cell-throughput and cell-edge throughput performance.","PeriodicalId":137257,"journal":{"name":"2020 Information Theory and Applications Workshop (ITA)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2020-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"On-the-fly Uplink Training and Pilot Code Design for Massive MIMO Cellular Networks\",\"authors\":\"Chenwei Wang, Zekun Zhang, H. Papadopoulos\",\"doi\":\"10.1109/ITA50056.2020.9244985\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We investigate non-orthogonal uplink pilot designs for improving the area spectral efficiency in the downlink of TDD reciprocity-based massive MIMO cellular networks. In particular, we develop a class of pilot designs that are locally orthogonal within each cell, while maintaining low inner-product properties between codes in different cells. Using channel estimations provided by observations on these codes, each cell independently serves its locally active users with MU-MIMO transmission that is also designed to mitigate interference to a subset of \\\"strongly interfered\\\" out-of-cell users. As our analysis shows, such cellular operation based on the proposed codes yields improvements (with respect to conventional operation) in user-rate CDFs, cell-throughput and cell-edge throughput performance.\",\"PeriodicalId\":137257,\"journal\":{\"name\":\"2020 Information Theory and Applications Workshop (ITA)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-02-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 Information Theory and Applications Workshop (ITA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ITA50056.2020.9244985\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 Information Theory and Applications Workshop (ITA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ITA50056.2020.9244985","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
On-the-fly Uplink Training and Pilot Code Design for Massive MIMO Cellular Networks
We investigate non-orthogonal uplink pilot designs for improving the area spectral efficiency in the downlink of TDD reciprocity-based massive MIMO cellular networks. In particular, we develop a class of pilot designs that are locally orthogonal within each cell, while maintaining low inner-product properties between codes in different cells. Using channel estimations provided by observations on these codes, each cell independently serves its locally active users with MU-MIMO transmission that is also designed to mitigate interference to a subset of "strongly interfered" out-of-cell users. As our analysis shows, such cellular operation based on the proposed codes yields improvements (with respect to conventional operation) in user-rate CDFs, cell-throughput and cell-edge throughput performance.