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Distributed Acoustic Sensing of Sounds in Audible Spectrum in Realistic Optical Cable Infrastructure.
Petr Dejdar1, Ondrej Mokry2, Petr Munster2
1Brno University of Technology, Faculty of Electrical Engineering and Communications, Dept. of Telecommunications, Technicka 12, 61600, Brno, Czech Republic. Petr.Dejdar@vut.cz.
This study introduces a new dataset of acoustic vibrations from distributed acoustic sensing (DAS) systems. This data aids in developing and testing algorithms for enhanced signal processing and security applications using optical fibers.
Area of Science:
- Optical Fiber Sensing
- Signal Processing
- Acoustic Monitoring
Background:
- Distributed Acoustic Sensing (DAS) is an emerging technology with broad applications in infrastructure monitoring, security, and environmental sensing.
- Optical fibers possess inherent acoustic sensitivity, making them suitable for vibration detection.
- Existing datasets for DAS are limited, hindering the development of advanced signal processing techniques.
Purpose of the Study:
- To present a comprehensive dataset of acoustic vibration patterns recorded by a commercial DAS system.
- To provide valuable insights into the acoustic sensitivity of optical fibers for DAS applications.
- To facilitate the development and validation of algorithms for signal enhancement and anomaly detection in DAS.
Main Methods:
- Acquisition of acoustic vibration data using a commercial Distributed Acoustic Sensing (DAS) system.
- Detailed documentation of the experimental setup, measurement procedures, and DAS system characteristics.
- Inclusion of data suitable for evaluating signal-to-noise ratio (SNR) and speech transmission index (STI).
Main Results:
- A novel dataset of acoustic vibration patterns from DAS is made available.
- The dataset offers insights into the acoustic sensitivity of optical fibers.
- The data supports the evaluation of de-noising techniques and speech intelligibility.
Conclusions:
- The presented dataset is a valuable resource for researchers in optical fiber sensing and signal processing.
- It enables the development and testing of algorithms for improving DAS system performance in security and monitoring.
- The data facilitates validation of de-noising methods and acoustic analysis using the Speech Transmission Index (STI).
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