Evidence map›Paper›PMID 41600215›Full record

ArticleSensors (Basel, Switzerland)2026

Integration of Conventional Sensors and Laser Doppler Vibrometry for Structural Modal Analysis: An Innovative Approach.

Eva Martínez López, Natalia García-Fernández, F Pelayo, Marta García Diéguez, Manuel Aenlle

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Eva Martínez LópezDepartment of Construction and Manufacturing Engineering, University of Oviedo, 33203 Gijón, Spain.
Natalia García-FernándezDepartment of Construction and Manufacturing Engineering, University of Oviedo, 33203 Gijón, Spain.ORCID 0000-0003-4870-7710
F PelayoDepartment of Construction and Manufacturing Engineering, University of Oviedo, 33203 Gijón, Spain.ORCID 0000-0001-7915-9513
Marta García DiéguezDepartment of Construction and Manufacturing Engineering, University of Oviedo, 33203 Gijón, Spain.ORCID 0000-0002-8960-5190
Manuel AenlleDepartment of Construction and Manufacturing Engineering, University of Oviedo, 33203 Gijón, Spain.ORCID 0000-0002-7538-2758

Funding

Spanish State Research Agency MICIU-21-PRE2020-094923Spanish State Research Agency PID2023-147535OB-100University Institute of Industrial Technology of Asturias (IUTA) Ref. SV-22-GIJON-1-21
6 · The paper itself

Abstract

This study aims to demonstrate the feasibility of a hybrid measurement system that combines Laser Doppler Vibrometry (LDV) and conventional accelerometers for operational modal analysis (OMA) of civil engineering structures. The proposed approach addresses the limitations of traditional accelerometer-based systems, particularly for large-scale or inaccessible structures, by integrating non-contact LDV measurements with conventional sensor data. Experimental tests were conducted on a cantilever beam and a pedestrian laboratory footbridge to validate the hybrid system. The LDV was used to measure velocity at key points, while accelerometers provided complementary reference acceleration measurements. Reflective targets were employed to facilitate non-contact data collection, allowing for the subsequent reuse of these targets for repeated measurements. The velocity data from the LDV were differentiated to obtain acceleration and integrated to estimate displacement, enabling a direct combination with accelerometer data. ARTeMIS Modal software was utilized to process and analyze the collected data, successfully identifying the natural frequencies and vibration modes of both structures. The results demonstrate that the LDV-accelerometer hybrid system effectively captures the dynamic behavior of structures, offering a comprehensive solution for modal analysis without extensive sensor deployment. This approach provides significant advantages in scenarios where traditional methods are impractical, positioning the hybrid system as a promising tool for dynamic analysis and infrastructure monitoring of complex structures.

Indexed as

Laser Doppler Vibrometrynon-contact measurementsOMAstructural health monitoring (SHM)

Identifiers

PMID41600215
PMCPMC12846115

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.