| 基于QR分解的信号检测算法的研究 |
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| 引用本文： | 贺中堂,姬国庆,张力军.基于QR分解的信号检测算法的研究[J].南京邮电大学学报(自然科学版),2007,27(3):34-38. |
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| 作者姓名： | 贺中堂 姬国庆 张力军 |
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| 作者单位： | 1. 徐州空军学院,基础部,江苏,徐州,221000;南京邮电大学,通信与信息工程学院,江苏,南京,210003
2. 南京邮电大学,通信与信息工程学院,江苏,南京,210003 |
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| 摘 要： | 研究了VBLAST-OFDM系统基于QR分解的几种信号检测算法,分析了各种算法优缺点,指出信号检测顺序是降低误码率的关键,针对VBLAST算法计算量大的缺点,建议采用SQRD算法,该算法利用迭代运算代替矩阵求逆运算,降低了VBLAST算法的计算量,并采用MMSE准则对该算法进行进一步推广,仿真结果表明采用MMSE-SQRD算法优于除ML(最大似然)算法以外的检测算法.
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| 关 键 词： | QR分解 VBLAST-OFDM系统 信号检测 SQRD算法 分解 信号 检测算法 研究 Detection Algorithms Signal Based QR Factorization 最大似然 仿真结果 准则 MMSE 算法计算量 矩阵求逆运算 迭代运算 算法利用 VBLAST 低误码率 检测顺序 分析 |
| 文章编号： | 1673-5439（2007）03-0034-05 |
| 收稿时间： | 2006-10-21 |
| 修稿时间： | 2006-10-212007-01-10 |
Research of QR Factorization Based Signal Detection Algorithms |
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| HE Zhong-tang,JI Guo-qing,ZHANG Li-jun.Research of QR Factorization Based Signal Detection Algorithms[J].Journal of Nanjing University of Posts and Telecommunications,2007,27(3):34-38. |
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| Authors: | HE Zhong-tang JI Guo-qing ZHANG Li-jun |
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| Institution: | 1. General Education Department,XuZhou Airforce College ,XuZhou 221000 ,China; 2. College of Communications and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China |
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| Abstract: | Study is made on a few QR factorization based signal detection algorithms for VBLAST-OFDM systems. With the analysis of the pros and cons of these algorithms. It tells that the signal detection order is the key reduce the BER. It is recommended to emplay SQRD algorithm to overcome the disadvantage of high computation overhead of VBLAST algorithm. The overhead is decreased with the matrix inverse computation replaced by iteration operation. Further extension is achieved by use of MMSE criterion. Simulation results show performance of MMSE-SQRD is superior to all other algorithms except ML algorithm. |
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| Keywords: | QR factorization VBLAST-OFDM system signal detection SQRD algorithm |
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