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Structural vibration frequency monitoring based on event camera
Lv, Yuanyuan1,2,3; Zhou, Liang1,3; Liu, Zhaohui1,3; Zhang, Haiyang1,2,3
作者部门光电跟踪与测量技术研究室
2024-08-01
发表期刊MEASUREMENT SCIENCE AND TECHNOLOGY
ISSN0957-0233;1361-6501
卷号35期号:8
产权排序1
摘要

Compared with traditional cameras, event cameras (ECs) have the significant advantages of high temporal resolution, low data redundancy, and microsecond delay, which are beneficial in structural monitoring to extract the dense response of structures in both spatial and temporal dimensions. In this paper, the vibration frequency detection method based on ECs is studied. This study investigates vibration frequency detection methods based on ECs, and proposes two algorithms for vibration frequency detection based on event streams: marker tracking and event count. Experimental verification is conducted through forced vibration experiments. The results indicate that the event count method achieves high-precision measurement of vibration frequencies in the range of 10-190 Hz for different vibration scales, with a maximum relative error of 1% and an average relative error of 0.673%. The marker tracking method demonstrates a maximum relative error of 1.43% and an average relative error of 0.575% in frequency measurement for large-amplitude vibrations. However, as the amplitude decreases, the frequency measurement error increases. When the amplitude is less than 3 pixels, the frequency measurement error exceeds 30%, rendering the measurement results unreliable. This research provides technical support for high-precision structural vibration frequency monitoring and further expands the application of ECs in structural monitoring.

关键词visual vibration measurement event cameras vibration frequency monitoring
DOI10.1088/1361-6501/ad42bf
收录类别SCI ; EI
语种英语
WOS记录号WOS:001222014400001
出版者IOP Publishing Ltd
EI入藏号20242116106596
引用统计
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/97467
专题光电跟踪与测量技术研究室
通讯作者Zhou, Liang
作者单位1.Xian Inst Opt & Precis Mech, Chinese Acad Sci, l7 Xinxi Rd, Xian 710119, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
3.Chinese Acad Sci, Key Lab Space Precis Measurement Technol, l7 Xinxi Rd, Xian, Peoples R China
推荐引用方式
GB/T 7714
Lv, Yuanyuan,Zhou, Liang,Liu, Zhaohui,et al. Structural vibration frequency monitoring based on event camera[J]. MEASUREMENT SCIENCE AND TECHNOLOGY,2024,35(8).
APA Lv, Yuanyuan,Zhou, Liang,Liu, Zhaohui,&Zhang, Haiyang.(2024).Structural vibration frequency monitoring based on event camera.MEASUREMENT SCIENCE AND TECHNOLOGY,35(8).
MLA Lv, Yuanyuan,et al."Structural vibration frequency monitoring based on event camera".MEASUREMENT SCIENCE AND TECHNOLOGY 35.8(2024).
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