Monitoring bridge vibrations via spaceborne SAR micro‐Doppler

Alessandro Lotti*, Aleksanteri B. Vattulainen, Sebastian Diaz Riofrio, Chiara Suppi, Enrico Tubaldi, Daniele Zonta, Pietro Milillo, Carmine Clemente

*Corresponding author for this work

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Abstract

The advent of Synthetic Aperture Radar (SAR) imaging has presented the possibility of remote monitoring of civil infrastructure on a large scale. Although well established for observing slow and long-term phenomena, its application to vibration-based structural health monitoring (SHM) remains relatively unexplored in the current literature. This study demonstrates the use of micro-Doppler SAR (MDSAR) using data from spaceborne platforms for measuring structural vibrations of a real bridge, specifically the line of sight velocity time histories of the deck. These measurements are compared to synchronous ground truth data to validate the method and assess its accuracy. Experimental results show that MDSAR measures vibration with an error in velocity on the order of 1 mm/s and successfully identifies the bridge’s dominant frequencies from two separate SAR acquisitions at different times. Spectral correlation with ground truth data reaches values up to 0.88. Frequency estimation errors are essentially controlled by the resolution of the spectrum, which in turn is limited by the acquisition time. In this work, a frequency resolution of 0.06 Hz is achieved for an acquisition duration of 16 s. Given these results, it is expected that MDSAR could be suitable for monitoring natural frequencies and performing modal recognition for bridges. Further improvements in the technology and in the analysis algorithm could potentially enable the accurate measurement of mode shape components.
Original languageEnglish
Article number3858095
Number of pages22
JournalStructural Control and Health Monitoring
Early online date13 Jan 2026
DOIs
Publication statusE-pub ahead of print - 13 Jan 2026

Funding

The study presented was funded by the European Space Agency under the projects “Bridge Monitoring Based on Single Pass SAR Images” (ESA Contract No. 4000142119) and “EO4Security–Innovative SAR Processing Methodologies For Security Applications-Topic B2: Micro-Doppler Processing” (ESA Contract No. 4000142272/23/I-DT), the ReLUIS Interuniversity Consortium under the agreement DPC-ReLUIS 2020-2022 and DPC-ReLUIS 2024-2026 WP 6 “Monitoring and satellite data”, and the European Union–Next Generation EU, Mission 4 Component 2–CUP E53D23003560006. The work of P.M. was performed at the University of Houston under a contract with the NASA Commercial Smallsat Data Scientific Analysis Program (NNH22ZDA001N-CSDSA), the NASA Commercial Smallsat Data Acquisition New Vendor Onramp Evaluation (NNH23ZDA001N-CNVOE), and the NASA Commercial Satellite Data Earth Science Research and Applications program (NNH24ZDA001N-CESRA). Open access publishing was facilitated by Universita degli Studi di Trento, as part of the Wiley–CRUI-CARE agreement.

Keywords

  • structural health monitoring
  • SAR
  • micro‐doppler
  • micro‐motion
  • modal extraction

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