Joint 4-D Angle and Doppler Shift Estimation via Tensor Decomposition for MIMO Array

被引：18
|
作者：
Cheng, Yuanbing [1 ]
Gu, Hong [1 ]
Su, Weimin [1 ]
机构：
[1] Nanjing Univ Sci & Technol, Dept Elect Engn, Nanjing 210094, Peoples R China
来源：
IEEE COMMUNICATIONS LETTERS | 2012年 / 16卷 / 06期
关键词：
Angle estimation; Doppler shift estimation; multi-input multi-output (MIMO); tensor decomposition; alternating least squares (ALS); RADAR;
D O I：
10.1109/LCOMM.2012.040912.120298
中图分类号：
TN [电子技术、通信技术];
学科分类号：
0809 ;
摘要：
A joint 4-dimensional (4-D) angle and Doppler shift estimation method is proposed for bistatic multiple-input multiple-output (MIMO) uniform rectangular array (URA). The key idea behind the proposed approach is to use tensor decomposition to estimate the target parameter matrices, and use Vandermonde structure enforcing strategy to regress the parameters. This algorithm can effectively estimate all the parameters simultaneously, and requires neither parameter pairing nor multi-dimensional nonlinear peak searching.
引用
收藏
页码：917 / 920
页数：4
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