A 2D-MIMO Array for Automotive Radar Based on Genetic Algorithm

The multiple-input multiple-output (MIMO) radar has proven highly attractive for various applications, especially for automotive radar systems. The array structure design, as one of the key problems, has great improvement on the application of automotive MIMO radar. In this paper, the sparse virtual array concept and genetic algorithm are combined to construct a high angular resolution two-dimensional MIMO (2D-MIMO) array. To satisfy practical applications, several practical constraints including the aperture of the array, the grid size of array, the edge of the array element, and the distance from the chip to the antenna are added. The corresponding simulation results of proposed array are shown to demonstrate its performance.

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Publication Details

Published
2024-09-22
DOI
https://doi.org/10.1109/apcap62011.2024.10881589
Primary Topic
Antenna Design and Analysis
Type
article
Field-Weighted Citation Impact
0.00

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article

A 2D-MIMO Array for Automotive Radar Based on Genetic Algorithm

Xinsuo Xi, Rui Zhou, Jiang Liu, Lan Liu et al.
Antenna Design and Analysis
article

A 2D-MIMO Array for Automotive Radar Based on Genetic Algorithm

Xinsuo Xi, Rui Zhou, Jiang Liu, Lan Liu, Yan Huang, Li Ma
article en

Abstract

The multiple-input multiple-output (MIMO) radar has proven highly attractive for various applications, especially for automotive radar systems. The array structure design, as one of the key problems, has great improvement on the application of automotive MIMO radar. In this paper, the sparse virtual array concept and genetic algorithm are combined to construct a high angular resolution two-dimensional MIMO (2D-MIMO) array. To satisfy practical applications, several practical constraints including the aperture of the array, the grid size of array, the edge of the array element, and the distance from the chip to the antenna are added. The corresponding simulation results of proposed array are shown to demonstrate its performance.

State Key Laboratory of Millimeter Waves, Southeast University (CN)
National Natural Science Foundation of China, Natural Science Foundation of Jiangsu Province, Innovation Fund
Affordable and clean energy
Openalex Percentile: Top 54%
Antenna Design and Analysis
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A 2D-MIMO Array for Automotive Radar Based on Genetic Algorithm — Xinsuo Xi, Rui Zhou, et al. · (2024) | TGRS Research Map | TGRS