{"title":"基于平方根逆的MIMO-LTE系统快速矩阵逆","authors":"C. Mahapatra, S. Mahboob, V. Leung, T. Stouraitis","doi":"10.1109/ICCECT.2012.253","DOIUrl":null,"url":null,"abstract":"This paper addresses the designing of a low complexity and high speed matrix inversion algorithm using fast inverse square root based on QR-decomposition and systolic array architecture. Matrix operations are the most costly computational module within MIMO-LTE receivers. We have demonstrated a novel approach of matrix inverse to reduce the MIMO receiver module cost in terms of latency and complexity. The cost is reduced by implementing a 4x4 matrix inverse in Xilinx Virtex-6 FPGA by optimizing the module for speed and power by pipelining and achieving a better throughput. The results are compared with state of art techniques of CORDIC based squared givens rotation.","PeriodicalId":153613,"journal":{"name":"2012 International Conference on Control Engineering and Communication Technology","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Fast Inverse Square Root Based Matrix Inverse for MIMO-LTE Systems\",\"authors\":\"C. Mahapatra, S. Mahboob, V. Leung, T. Stouraitis\",\"doi\":\"10.1109/ICCECT.2012.253\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper addresses the designing of a low complexity and high speed matrix inversion algorithm using fast inverse square root based on QR-decomposition and systolic array architecture. Matrix operations are the most costly computational module within MIMO-LTE receivers. We have demonstrated a novel approach of matrix inverse to reduce the MIMO receiver module cost in terms of latency and complexity. The cost is reduced by implementing a 4x4 matrix inverse in Xilinx Virtex-6 FPGA by optimizing the module for speed and power by pipelining and achieving a better throughput. The results are compared with state of art techniques of CORDIC based squared givens rotation.\",\"PeriodicalId\":153613,\"journal\":{\"name\":\"2012 International Conference on Control Engineering and Communication Technology\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-12-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on Control Engineering and Communication Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCECT.2012.253\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Control Engineering and Communication Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCECT.2012.253","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Fast Inverse Square Root Based Matrix Inverse for MIMO-LTE Systems
This paper addresses the designing of a low complexity and high speed matrix inversion algorithm using fast inverse square root based on QR-decomposition and systolic array architecture. Matrix operations are the most costly computational module within MIMO-LTE receivers. We have demonstrated a novel approach of matrix inverse to reduce the MIMO receiver module cost in terms of latency and complexity. The cost is reduced by implementing a 4x4 matrix inverse in Xilinx Virtex-6 FPGA by optimizing the module for speed and power by pipelining and achieving a better throughput. The results are compared with state of art techniques of CORDIC based squared givens rotation.