High-Resolution Non-Line-of-Sight Tracking By Comb-Calibrated FMCW LiDAR

IF 9.8 1区 物理与天体物理 Q1 OPTICS
Ruilin Ye, Xin Huang, Jialin Li, Wenwen Li, Feihu Xu
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引用次数: 0

Abstract

Non-line-of-sight (NLOS) tracking has the ability to detect and locate moving objects which are hidden from the direct line of sight. It has a number of potential applications in autonomous driving, security and search-and-rescue scenarios. The current approaches for NLOS tracking mostly rely on time-of-flight (ToF) LiDAR, mmWave radar or RGB camera. However, they may either have a limited resolution or need accumulation to detect the position and velocity. Here a real-time comb-calibrated frequency-modulated-continuous-wave (FMCW) LiDAR system is proposed and demonstrated for high-resolution NLOS tracking. A 3D positioning (and velocity) accuracy of 2 mm (and 2 mm s−1) and the capability to realize real-time multi-object tracking are demonstrated in experiment. Importantly, the FMCW-LiDAR approach can obtain the position and velocity of multiple objects in a snapshot, thus resolving the problems of measurement origin uncertainty, false alarm, and detection overlap in multi-target tracking. The proposed approach shows significant potential for practical applications in NLOS detection and sensing.

Abstract Image

梳式校准FMCW激光雷达的高分辨率非视距跟踪
非视距(NLOS)跟踪具有检测和定位隐藏在直接视距之外的运动物体的能力。它在自动驾驶、安全和搜索和救援场景中有许多潜在的应用。目前的NLOS跟踪方法主要依赖于飞行时间(ToF)激光雷达、毫米波雷达或RGB相机。然而,它们要么分辨率有限,要么需要积累来检测位置和速度。本文提出并演示了一种用于高分辨率NLOS跟踪的实时梳校准调频连续波(FMCW)激光雷达系统。实验证明了该系统的三维定位(和速度)精度为2mm(和2mm s−1),并能实现实时多目标跟踪。重要的是,FMCW-LiDAR方法可以在快照中获得多个目标的位置和速度,从而解决了多目标跟踪中测量原点不确定、虚警和检测重叠等问题。该方法在NLOS检测和传感方面具有很大的实际应用潜力。
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来源期刊
CiteScore
14.20
自引率
5.50%
发文量
314
审稿时长
2 months
期刊介绍: Laser & Photonics Reviews is a reputable journal that publishes high-quality Reviews, original Research Articles, and Perspectives in the field of photonics and optics. It covers both theoretical and experimental aspects, including recent groundbreaking research, specific advancements, and innovative applications. As evidence of its impact and recognition, Laser & Photonics Reviews boasts a remarkable 2022 Impact Factor of 11.0, according to the Journal Citation Reports from Clarivate Analytics (2023). Moreover, it holds impressive rankings in the InCites Journal Citation Reports: in 2021, it was ranked 6th out of 101 in the field of Optics, 15th out of 161 in Applied Physics, and 12th out of 69 in Condensed Matter Physics. The journal uses the ISSN numbers 1863-8880 for print and 1863-8899 for online publications.
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