{"title":"基于有限精度QR分解的V-BLAST接收机误码率评估","authors":"M. Bazdresch, J. Cortez, D. Torres","doi":"10.1109/ICEEE.2006.251901","DOIUrl":null,"url":null,"abstract":"This paper describes the behavior of two popular thin-QR decomposition algorithms when implemented using fixed-point arithmetic. This behavior is studied in the context of a V-BLAST receiver, and the effects of the limited precision are evaluated in terms of their impact on the receiver's bit error rate. Our analysis of V-BLAST under these conditions shows a strong dependence on the numerical precision, for both the integer and fractional parts. We have also identified an \"error floor\" effect, where the bit error rate reaches a limit and stops improving even if the precision is increased. In addition, we have determined the minimum fixed-point word size required not to adversely impact performance for a variety of antenna array sizes","PeriodicalId":125310,"journal":{"name":"2006 3rd International Conference on Electrical and Electronics Engineering","volume":"52 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"Bit-Error Rate Evaluation of V-BLAST Receivers Using Limited-Precision QR Decomposition\",\"authors\":\"M. Bazdresch, J. Cortez, D. Torres\",\"doi\":\"10.1109/ICEEE.2006.251901\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper describes the behavior of two popular thin-QR decomposition algorithms when implemented using fixed-point arithmetic. This behavior is studied in the context of a V-BLAST receiver, and the effects of the limited precision are evaluated in terms of their impact on the receiver's bit error rate. Our analysis of V-BLAST under these conditions shows a strong dependence on the numerical precision, for both the integer and fractional parts. We have also identified an \\\"error floor\\\" effect, where the bit error rate reaches a limit and stops improving even if the precision is increased. In addition, we have determined the minimum fixed-point word size required not to adversely impact performance for a variety of antenna array sizes\",\"PeriodicalId\":125310,\"journal\":{\"name\":\"2006 3rd International Conference on Electrical and Electronics Engineering\",\"volume\":\"52 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-12-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2006 3rd International Conference on Electrical and Electronics Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICEEE.2006.251901\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2006 3rd International Conference on Electrical and Electronics Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICEEE.2006.251901","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Bit-Error Rate Evaluation of V-BLAST Receivers Using Limited-Precision QR Decomposition
This paper describes the behavior of two popular thin-QR decomposition algorithms when implemented using fixed-point arithmetic. This behavior is studied in the context of a V-BLAST receiver, and the effects of the limited precision are evaluated in terms of their impact on the receiver's bit error rate. Our analysis of V-BLAST under these conditions shows a strong dependence on the numerical precision, for both the integer and fractional parts. We have also identified an "error floor" effect, where the bit error rate reaches a limit and stops improving even if the precision is increased. In addition, we have determined the minimum fixed-point word size required not to adversely impact performance for a variety of antenna array sizes