中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Structural vibration frequency monitoring based on event camera

文献类型:期刊论文

作者Lv, Yuanyuan1,2,3; Zhou, Liang1,3; Liu, Zhaohui1,3; Zhang, Haiyang1,2,3
刊名MEASUREMENT SCIENCE AND TECHNOLOGY
出版日期2024-08-01
卷号35期号:8
关键词visual vibration measurement event cameras vibration frequency monitoring
ISSN号0957-0233;1361-6501
DOI10.1088/1361-6501/ad42bf
产权排序1
英文摘要

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.

语种英语
WOS记录号WOS:001222014400001
出版者IOP Publishing Ltd
源URL[http://ir.opt.ac.cn/handle/181661/97467]  
专题西安光学精密机械研究所_光电测量技术实验室
通讯作者Zhou, Liang
作者单位1.Chinese Acad Sci, Key Lab Space Precis Measurement Technol, l7 Xinxi Rd, Xian, Peoples R China
2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China
3.Xian Inst Opt & Precis Mech, Chinese Acad Sci, l7 Xinxi Rd, Xian 710119, 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).

入库方式: OAI收割

来源:西安光学精密机械研究所

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