Joint velocity and angle estimation for single-cycle TDM MIMO automotive radar

被引:1
|
作者
Geng, Xueyin [1 ]
Wang, Jun [1 ]
Yang, Bin [1 ]
Sun, Jinping [1 ]
Gini, Fulvio [2 ]
Greco, Maria Sabrina [2 ]
机构
[1] Beihang Univ, Sch Elect & Informat Engn, Beijing 100191, Peoples R China
[2] Univ Pisa, Dept Informat Engn, I-56122 Pisa, Italy
基金
中国国家自然科学基金;
关键词
Joint velocity and angle estimation; Angle-Doppler coupling; IAA; TDM MIMO radar; DOA ESTIMATION; EFFICIENT DOA; FREQUENCY; MULTIPLE; SNAPSHOT; ERRORS;
D O I
10.1016/j.dsp.2024.104617
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Time -division multiplexing (TDM) multiple -input multiple -output (MIMO) radar systems have gained popularity in automotive applications, thanks to their high -resolution and cost-effective properties. However, when the relative motion between the target and the radar is significant and possibly fast time -varying, TDM MIMO systems suffer for reduced maximum unambiguous velocity and angle -Doppler coupling. In this work, a novel off -grid estimation method for TDM MIMO systems is developed that operates on a single cycle and is able to accurately estimate unambiguously the instantaneous velocity and the target direction of arrival (DOA). We model the angle -Doppler coupling through a space-time steering vector. Then, an iterative adaptive approach (IAA) -based method is exploited to reconstruct the 2D velocity -angle spectrum. Additionally, we account for offgrid errors when the targets do not lie on the search grids. A coarse -to -fine strategy is proposed to alleviate the computational burden, where a maximum likelihood (ML) estimator iteratively corrects the off -grid velocity and DOA estimates of each target. Simulated and experimental data are processed to demonstrate the effectiveness of the proposed method.
引用
收藏
页数:11
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