A Robust Adaptive High-Precision Entangled Photons-Based Ranging System

被引:0
作者
He, Wei [1 ,2 ,3 ]
Wang, Yong [1 ,2 ]
Zhou, Mu [1 ,2 ]
Li, Ruidong [3 ]
Xie, Liangbo [1 ,2 ]
Cao, Jingyang [1 ,2 ]
机构
[1] Chongqing Univ Posts & Telecommun, Sch Commun & Informat Engn, Chongqing 400065, Peoples R China
[2] Chongqing Univ Posts & Telecommun, Mobile Commun Engn Res Ctr, Minist Educ, Chongqing 400065, Peoples R China
[3] Kanazawa Univ, Inst Nat Sci, Kanazawa, Ishikawa 9201164, Japan
基金
中国国家自然科学基金; 日本学术振兴会;
关键词
Photonics; Distance measurement; Noise; Robustness; Navigation; Optical pumping; Optical polarization; Target ranging; machine learning; noise suppression; outlier detection; hierarchical filtering; WALK ERROR; DEPTH; LIDAR; NM;
D O I
10.1109/TCCN.2024.3394865
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Recently, ranging has played an increasingly important role in many scenarios, but the problems of limited security and accuracy have always been troubling. The entanglement ranging method provides picosecond-level clock synchronization and unconditional security and is deemed a good solution to meet the growing demand for accuracy and security, promising to play a significant role in the next generation of navigation. This paper focuses on the ranging system based on entangled photons, and proposes solutions to the challenges of accuracy and robustness. Specifically, a coincidence counting calibration algorithm is proposed to suppress the background noise, and a novel data selection algorithm based on relative quantum efficiency is proposed to suppress abnormal coincidence counting. Then, to improve the ranging accuracy even in challenging scenarios, the paper proposed a novel density-based hierarchical filtering algorithm to detect and filter outliers, resulting in more precise and reliable ranging. Finally, extensive experiments are carried out on the built test platform to verify the safety and effectiveness of the proposed system. The results show that the ranging error is 0.0225 m in the test time of 1 ns. The proposed algorithm reduced the ranging error of abnormal data from 1.5205 m to 0.0100 m, and achieved the probability (90%) of ranging error within 0.0150 m.
引用
收藏
页码:2177 / 2192
页数:16
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