| 正交空间调制系统的低复杂度检测算法 |
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| 引用本文： | 陈发堂,刘燕,李玉河.正交空间调制系统的低复杂度检测算法[J].重庆邮电大学学报(自然科学版),2017,29(5):604-610. |
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| 作者姓名： | 陈发堂 刘燕 李玉河 |
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| 作者单位： | 重庆邮电大学重庆市移动通信技术重点实验室,重庆,400065 |
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| 基金项目： | 国家科技重大专项(2017ZX03001021 004);重庆市教委科学技术研究项目(KJ1500428);重庆市基础与前沿研究计划项目(cstc2016jcyjA0209) |
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| 摘 要： | 正交空间调制(quadrature spatial modulation,QSM)作为一种扩展的空间调制(spatial modulation,SM)传输方案,近年来受到业界的广泛关注.它通过在发送端将发送的复值符号的实部和虚部分开传输来提高频谱效率.由于正交空间调制系统的最大似然(maximum likelihood,ML)检测算法在整个搜索空间进行穷搜索,导致计算复杂度极高.针对QSM系统接收端检测算法复杂度较高的问题,利用QSM系统信号固有的稀疏特性,提出了一种QSM系统的压缩感知(compressed sensing,CS)检测算法.仿真结果表明,新的检测算法在误码性能上接近ML检测算法,复杂度约为ML的4.7％.
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| 关 键 词： | 正交空间调制 检测算法 低复杂度 压缩感知 |
| 收稿时间： | 2017/4/12 0:00:00 |
| 修稿时间： | 2017/10/28 0:00:00 |
A low complexity signal detector in quadrature spatial modulation system |
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| CHEN Fatang,LIU Yan and LI Yuhe.A low complexity signal detector in quadrature spatial modulation system[J].Journal of Chongqing University of Posts and Telecommunications,2017,29(5):604-610. |
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| Authors: | CHEN Fatang LIU Yan and LI Yuhe |
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| Institution: | Chongqing Key Lab of Mobile Communications, Chongqing University of Posts and Telecommunications, Chongqing 400065, P.R. China,Chongqing Key Lab of Mobile Communications, Chongqing University of Posts and Telecommunications, Chongqing 400065, P.R. China and Chongqing Key Lab of Mobile Communications, Chongqing University of Posts and Telecommunications, Chongqing 400065, P.R. China |
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| Abstract: | QSM (quadrature spatial modulation) has been paid much attention recently to an extended spatial modulation transmission scheme which improves the spectral efficiency by independently transmitting the real and imaginary parts of a complex data symbol. ML (maximum likelihood) detector for QSM system has to exhaustively search in the whole search space, so the complexity of ML detector is very high. For the high complexity of QSM system detection, a low complexity detector based on the concept of CS (compressed sensing) is proposed by exploiting the fixed sparse property of quadrature spatial modulation system signals. The simulation results show that the novel detector exhibits near maximum likelihood detector bit error performance and its complexity is about 4.7% of ML. |
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| Keywords: | quadrature spatial modulation (QSM) detector low complexity compressed sensing (CS) |
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