Performance Evaluation Of Wide Aperture Radar For Automotive Applications

被引:0
|
作者
Bialer, Oded [1 ]
Kolpinizki, Sammy [1 ]
Jonas, Amnon [1 ]
机构
[1] Gen Motors Adv Tech Ctr Israel, Tel Aviv, Israel
关键词
MAXIMUM-LIKELIHOOD; PARAMETER-ESTIMATION; MIMO RADAR; LOCALIZATION; SIGNALS;
D O I
10.1109/radarconf2043947.2020.9266609
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
The angular resolution of the state-of-the-art automotive radars is about 1 degrees, due to the relatively short aperture of about 10cm. In this paper we present novel results of a 1m aperture automotive prototype radar that achieves 0.1 degrees resolution. Since the 1m aperture is about the maximal horizontal aperture of a vehicle, then 0.1 degrees angular resolution is the maximal practical resolution with 78GHz technology. Hence the demonstrated performance can be considered as the upper performance limit of the 78GHz frequency. We analyze the wide aperture radar performance advantage with respect to state-of-the-art short aperture radar and high resolution LIDAR sensor, in various challenging automotive scenarios. The wide aperture radar attains a relatively large number of detection points from the object surface, which are much more accurate than the conventional short aperture radar, and therefore enables to accurately estimate the object position, size and boundaries, which is essential for autonomous driving. It attains comparable performance to LIDAR at short to medium range, and outperforms LIDAR at long range. The pioneer performance evaluation presented in this paper shows the high potential performance of wide aperture automotive radars and motivates their application in next generation autonomous driving systems.
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收藏
页数:6
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