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基于回波退极化测量的无人机搜索激光雷达中区分无人机与鸟类。

Distinguishing Drones from Birds in a UAV Searching Laser Scanner Based on Echo Depolarization Measurement.

机构信息

Institute of Optoelectronics, Military University of Technology, 00908 Warsaw, Poland.

出版信息

Sensors (Basel). 2021 Aug 19;21(16):5597. doi: 10.3390/s21165597.

Abstract

Widespread availability of drones is associated with many new fascinating possibilities, which were reserved in the past for few. Unfortunately, this technology also has many negative consequences related to illegal activities (surveillance, smuggling). For this reason, particularly sensitive areas should be equipped with sensors capable of detecting the presence of even miniature drones from as far away as possible. A few techniques currently exist in this field; however, all have significant drawbacks. This study addresses a novel approach for small (<5 kg) drones detection technique based on a laser scanning and a method to discriminate UAVs from birds. The latter challenge is fundamental in minimizing the false alarm rate in each drone monitoring equipment. The paper describes the developed sensor and its performance in terms of drone vs. bird discrimination. The idea is based on simple cross-polarization ratio analysis of the optical echo received as a result of laser backscattering on the detected object. The obtained experimental results show that the proposed method does not always guarantee 100 percent discrimination efficiency, but provides certain confidence level distribution. Nevertheless, due to the hardware simplicity, this approach seems to be a valuable addition to the developed anti-drone laser scanner.

摘要

无人机的广泛应用带来了许多过去只有少数人才能享有的令人兴奋的新可能性。然而,这项技术也带来了许多与非法活动(监视、走私)相关的负面影响。出于这个原因,特别敏感的区域应该配备能够尽可能远地检测到微型无人机存在的传感器。目前在这个领域存在一些技术;然而,所有这些技术都有显著的缺点。本研究提出了一种基于激光扫描的小型(<5 公斤)无人机探测技术的新方法,以及一种将无人机与鸟类区分开来的方法。在后一种挑战中,在每个无人机监测设备中最小化误报率是至关重要的。本文描述了所开发的传感器及其在无人机与鸟类区分方面的性能。该想法基于激光背向散射在检测到的物体上产生的光回波的简单交叉极化比分析。实验结果表明,所提出的方法并不总是保证 100%的识别效率,但提供了一定的置信度分布。然而,由于硬件简单,这种方法似乎是开发的反无人机激光扫描仪的一个有价值的补充。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d7f/8402287/d1e95a9fdcbc/sensors-21-05597-g001.jpg

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