用于自动驾驶汽车恶劣天气条件下多目标检测的光子传感器

Abhishek Sharma, Sushank Chaudhary, J. Malhotra, Sunita Khichar, L. Wuttisittikulkij
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引用次数: 7

摘要

在实时场景中,特别是在恶劣大气条件下的城市环境中,检测和跟踪多个目标已成为自动驾驶汽车(AVs)面临的主要挑战。光子雷达已经成为自动驾驶汽车在交通模式识别、导航、车道检测、自动停车等方面的有前途的候选者。在这项工作中,我们开发了一种基于直接探测的调频光子雷达,通过波分复用(WDM)在单个自由空间信道上复用四个不同的传输信道来探测多个固定目标。此外,在恶劣天气条件(如雨和雾)的影响下,研究了所提出的光子雷达的性能。在接收功率和信噪比(SNR)方面的报告结果表明,成功检测了带宽为1 GHz和4 GHz的所有目标。对该系统进行了150 m目标距离分辨率测试,在4 GHz带宽下实现了6.75 cm分辨率,在1 GHz带宽下实现了50 cm分辨率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Photonic Sensor for Multiple Targets Detection under Adverse Weather Conditions in Autonomous Vehicles
Detection and tracing of multiple targets in a real-time scenario, particularly in the urban setup under adverse atmospheric conditions, has become a major challenge for autonomous vehicles (AVs). Photonic radars have emerged as promising candidates for Avs to realize via the recognition of traffic patterns, navigation, lane detection, self-parking, etc. In this work we developed a direct detection-based, frequency-modulated photonic radar to detect multiple stationary targets using four different transmission channels multiplexed over a single free space channel via wavelength division multiplexing (WDM). Additionally, the performance of the proposed photonic radar was examined under the impact of adverse weather conditions, such as rain and fog. The reported results in terms of received power and signal-to-noise ratio (SNR) showed successful detection of all the targets with bandwidths of 1 GHz and 4 GHz. The proposed system was also tested for range resolution of targets at 150 m and 6.75 cm resolution with 4 GHz bandwidth was reported, while resolution of 50 cm was reported with 1 GHz of bandwidth.
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