个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
学科:信号与信息处理
办公地点:创新园A528
联系方式:liuwl@dlut.edu.cn
电子邮箱:liuwl@dlut.edu.cn
Low-Complexity Detection for GSM-MIMO Systems via Spatial Constraint
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论文类型:会议论文
发表时间:2016-05-15
收录刊物:EI、CPCI-S、SCIE
卷号:2016-July
摘要:The optimal detection of generalized spatial modulation (GSM) technique is the maximum likelihood (ML) algorithm. However, the computational complexity of ML detection is high and increases dramatically with the increase of the number of transmit antennas and active antennas. To tackle this problem, we propose low-complexity suboptimum detectors by exploiting a special property of GSM-MIMO systems, i.e., the spatial constraint of active antennas. Specifically, the proposed detections are designed based on a greedy algorithm termed Multipath Matching Pursuit (MMP). Using the spatial constraint of active antennas, the proposed detections achieve better performance than that of the original MMP algorithm with lower computational complexity. Moreover, the numerical results are also provided to demonstrate the superiority of the proposed detections.