Temporal-spatial subspaces modern combination method for 2D-DOA estimation in MIMO radar

被引:5
|
作者
Fayad, Youssef [1 ]
Wang, Caiyun [2 ]
Cao, Qunsheng [1 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Elect & Informat Engn, Nanjing 210016, Jiangsu, Peoples R China
[2] Nanjing Univ Aeronaut & Astronaut, Coll Astronaut, Nanjing 210016, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
direction of arrival estimation (DOAE); temporal subspace; spatial subspace; estimating signal parameters via rotational invariance technique (ESPRIT); DIRECTION-OF-ARRIVAL; ESPRIT ALGORITHM; LOCATING SYSTEM;
D O I
10.21629/JSEE.2017.04.09
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A 2D-direction of arrival estimation (DOAE) for multi input and multi-output (MIMO) radar using improved multiple temporal-spatial subspaces in estimating signal parameters via rotational invariance techniques method (TS-ESPRIT) is introduced. In order to realize the improved TS-ESPRIT, the proposed algorithm divides the planar array into multiple uniform sub-planar arrays with common reference point to get a unified phase shifts measurement point for all sub-arrays. The TS-ESPRIT is applied to each sub-array separately, and in the same time with the others to realize the parallelly temporal and spatial processing, so that it reduces the non-linearity effect of model and decreases the computational time. Then, the time difference of arrival (TDOA) technique is applied to combine the multiple sub-arrays in order to form the improved TS-ESPRIT. It is found that the proposed method achieves high accuracy at a low signal to noise ratio (SNR) with low computational complexity, leading to enhancement of the estimators performance.
引用
收藏
页码:697 / 702
页数:6
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