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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职:信息与通信工程学院副院长
其他任职:电子技术教研室主任
性别:男
毕业院校:北京理工大学
学位:博士
所在单位:信息与通信工程学院
学科:通信与信息系统. 信号与信息处理
办公地点:海山楼B511
联系方式:QQ:51574683
电子邮箱:xfgong@dlut.edu.cn
Adaptive fourth-order tensor beamformer
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论文类型:会议论文
发表时间:2011-09-27
收录刊物:EI、Scopus
页面范围:481-484
摘要:A novel tensor-based beamforming algorithm via multi-translation-invariant vector-sensor array is proposed. Largely different from the traditional ones, the spatial filtering is carried out on both macroscopic scale (between subarrays) and microscopic scale (between sensors of each subarray) in the new algorithm, in order to obtain the beamformer output. With different weight vectors being used in each scale, performance dominance of diverse algorithms can be combined effectively. Moreover, the contraction of covariance tensor implies smoothing operation to reduce the singularity of dual-scale covariance matrices. Consequently, the robustness of proposed algorithm to look direction and element position mismatch is increased in the case of high input-SNR (Signal-to-Noise-Ratio). Theoretical analysis and numerical simulations indicate that Dual-Scale-Combined (DSC) algorithm outperforms traditional beamformer in terms of robustness and convergence rate. ? 2011 IEEE.