V. Venkatkumar, T. Haustein, H. Wu, E. Schulz, T. Wirth, A. Forck, S. Wahls, V. Jungnickel
{"title":"多用户MIMO下行OFDMA在典型室外场景下采用比例公平调度的现场试验结果","authors":"V. Venkatkumar, T. Haustein, H. Wu, E. Schulz, T. Wirth, A. Forck, S. Wahls, V. Jungnickel","doi":"10.1109/WSA.2008.4475537","DOIUrl":null,"url":null,"abstract":"In this paper we present rest real-time outdoor multi-user multi-antenna measurements based on system parameters close to 3GPP-long term evolution. We demonstrate switching between various transmission modes in the downlink steered by a quantized feedback channel. Real time results show that an OFDMA proportional fair scheduler based on the quantized feedback achieves significant performance gains over axed OFDM-TDMA system. However, the proportional fair scheduler results in user starvation periods in the event of correlated feedbacks. To this end, we formulate a downlink scheduling problem with zero-starvation as a short term fairness in Kulkami, S.S., et al (2003) objective. This is an integer programming (IP) problem. In this paper, we present a simple heuristic algorithm for this problem for K = 2 users. Significant system sum rate gains are shown while still fulfilling the fairness objective.","PeriodicalId":255495,"journal":{"name":"2008 International ITG Workshop on Smart Antennas","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Field trial results on multi-user MIMO downlink OFDMA in typical outdoor scenario using proportional fair scheduling\",\"authors\":\"V. Venkatkumar, T. Haustein, H. Wu, E. Schulz, T. Wirth, A. Forck, S. Wahls, V. Jungnickel\",\"doi\":\"10.1109/WSA.2008.4475537\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper we present rest real-time outdoor multi-user multi-antenna measurements based on system parameters close to 3GPP-long term evolution. We demonstrate switching between various transmission modes in the downlink steered by a quantized feedback channel. Real time results show that an OFDMA proportional fair scheduler based on the quantized feedback achieves significant performance gains over axed OFDM-TDMA system. However, the proportional fair scheduler results in user starvation periods in the event of correlated feedbacks. To this end, we formulate a downlink scheduling problem with zero-starvation as a short term fairness in Kulkami, S.S., et al (2003) objective. This is an integer programming (IP) problem. In this paper, we present a simple heuristic algorithm for this problem for K = 2 users. Significant system sum rate gains are shown while still fulfilling the fairness objective.\",\"PeriodicalId\":255495,\"journal\":{\"name\":\"2008 International ITG Workshop on Smart Antennas\",\"volume\":\"41 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2008-03-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2008 International ITG Workshop on Smart Antennas\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/WSA.2008.4475537\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 International ITG Workshop on Smart Antennas","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/WSA.2008.4475537","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Field trial results on multi-user MIMO downlink OFDMA in typical outdoor scenario using proportional fair scheduling
In this paper we present rest real-time outdoor multi-user multi-antenna measurements based on system parameters close to 3GPP-long term evolution. We demonstrate switching between various transmission modes in the downlink steered by a quantized feedback channel. Real time results show that an OFDMA proportional fair scheduler based on the quantized feedback achieves significant performance gains over axed OFDM-TDMA system. However, the proportional fair scheduler results in user starvation periods in the event of correlated feedbacks. To this end, we formulate a downlink scheduling problem with zero-starvation as a short term fairness in Kulkami, S.S., et al (2003) objective. This is an integer programming (IP) problem. In this paper, we present a simple heuristic algorithm for this problem for K = 2 users. Significant system sum rate gains are shown while still fulfilling the fairness objective.