Research on Filtering Algorithm of Bridge Vibration Signal Based on Millimeter Wave Radar
Bridges play a crucial role in transportation networks, but accidents due to bridge health issues pose serious threats to safety. Millimeter-wave radar, a non-contact detection technology, is increasingly used for monitoring bridge health. This paper proposes a PSO-VMD-SWT algorithm to optimize VMD parameters using PSO, filter radar echo signals with SWT, and analyze bridge vibration signals through phase detection. Experimental validation using millimeter-wave radar and accelerometers confirmed the algorithm's effectiveness in detecting bridge health.
Authors
- Guang Yan (ORCID: https://orcid.org/0000-0002-5262-5972)
- Xingwen Zhao (ORCID: https://orcid.org/0000-0002-7620-227X)
- Houlong L. Zhuang (ORCID: https://orcid.org/0000-0001-7276-7938)
- Zhenyu Li (ORCID: https://orcid.org/0000-0002-3978-5031)
- Yanbo Zhang (ORCID: https://orcid.org/0000-0002-3269-1841)
- Chen Gao (ORCID: https://orcid.org/0000-0003-3865-0896)
Institutions
- Qilu University of Technology (CN)
- Shandong Institute of Automation (CN)
- Shandong Academy of Sciences (CN)
Publication Details
- Published
- 2024-10-18
- DOI
- https://doi.org/10.1109/icicc63565.2024.10780565
- Primary Topic
- Indoor and Outdoor Localization Technologies
- Type
- article
- Field-Weighted Citation Impact
- 0.00