M. Rasekh, M. Abdelghany, Upamanyu Madhow, M. Rodwell
{"title":"毫米波大规模MIMO的相位噪声分析:通过平铺结构缩放的设计框架","authors":"M. Rasekh, M. Abdelghany, Upamanyu Madhow, M. Rodwell","doi":"10.1109/CISS.2019.8693033","DOIUrl":null,"url":null,"abstract":"We consider a tiled architecture for scaling a millimeter wave (mmWave) massive MIMO uplink to support a large number of simultaneous users, targeting per-user data rates of multi-Gbps. Our goal in this paper is to evaluate the impact of phase noise, which is widely considered to be a significant bottleneck at high carrier frequencies and large bandwidths, on MIMO performance. Our analysis provides a cross-layer design framework which can be employed by hardware designers to determine allowable masks for the phase noise power spectral density for different circuit components. For typical settings, we conclude that scaling up to a large number of antenna elements by increasing the number of tiles (each tile supporting a fixed number of antenna elements) is attractive in two ways: (1) for a fixed number of users, reducing the load factor (ratio of number of users to number of antennas) improves performance with phase noise, and (2) the independent phase noise generated at each tile gets averaged across tiles. We illustrate our numerical results for a nominal 140 GHz system with per-user data rates of 10 Gbps.","PeriodicalId":123696,"journal":{"name":"2019 53rd Annual Conference on Information Sciences and Systems (CISS)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Phase noise analysis for mmwave massive MIMO: a design framework for scaling via tiled architectures\",\"authors\":\"M. Rasekh, M. Abdelghany, Upamanyu Madhow, M. Rodwell\",\"doi\":\"10.1109/CISS.2019.8693033\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We consider a tiled architecture for scaling a millimeter wave (mmWave) massive MIMO uplink to support a large number of simultaneous users, targeting per-user data rates of multi-Gbps. Our goal in this paper is to evaluate the impact of phase noise, which is widely considered to be a significant bottleneck at high carrier frequencies and large bandwidths, on MIMO performance. Our analysis provides a cross-layer design framework which can be employed by hardware designers to determine allowable masks for the phase noise power spectral density for different circuit components. For typical settings, we conclude that scaling up to a large number of antenna elements by increasing the number of tiles (each tile supporting a fixed number of antenna elements) is attractive in two ways: (1) for a fixed number of users, reducing the load factor (ratio of number of users to number of antennas) improves performance with phase noise, and (2) the independent phase noise generated at each tile gets averaged across tiles. We illustrate our numerical results for a nominal 140 GHz system with per-user data rates of 10 Gbps.\",\"PeriodicalId\":123696,\"journal\":{\"name\":\"2019 53rd Annual Conference on Information Sciences and Systems (CISS)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-03-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 53rd Annual Conference on Information Sciences and Systems (CISS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CISS.2019.8693033\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 53rd Annual Conference on Information Sciences and Systems (CISS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISS.2019.8693033","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Phase noise analysis for mmwave massive MIMO: a design framework for scaling via tiled architectures
We consider a tiled architecture for scaling a millimeter wave (mmWave) massive MIMO uplink to support a large number of simultaneous users, targeting per-user data rates of multi-Gbps. Our goal in this paper is to evaluate the impact of phase noise, which is widely considered to be a significant bottleneck at high carrier frequencies and large bandwidths, on MIMO performance. Our analysis provides a cross-layer design framework which can be employed by hardware designers to determine allowable masks for the phase noise power spectral density for different circuit components. For typical settings, we conclude that scaling up to a large number of antenna elements by increasing the number of tiles (each tile supporting a fixed number of antenna elements) is attractive in two ways: (1) for a fixed number of users, reducing the load factor (ratio of number of users to number of antennas) improves performance with phase noise, and (2) the independent phase noise generated at each tile gets averaged across tiles. We illustrate our numerical results for a nominal 140 GHz system with per-user data rates of 10 Gbps.