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Weight classifier using optical time domain reflectometry and a long period grating sensor
- Source :
- Optical Fiber Technology. 67:102694
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- The capabilities of signal processing tools to extract high-level features of interest from fiber sensors measurements have not been properly explored for interrogation purposes. In this context, this paper advances an interrogation system for long-period grating sensors by means of a novel low-cost method that combines an optical time-domain reflectometer with suitable descriptors to classify the sample weight under test. The operation principle is based on the attenuation bands induced by cladding modes of a long-period grating, which are affected by the applied mechanical strain. The proposed interrogation system does not require an optical spectrum analyzer, since the measured reflectometry traces directly feed a feature extractor tailored for the intended classification. Experimental results show, for example, that this method is capable of successfully differentiating a load whose mass is 7.2 g from another one whose mass is 14.1 g, with the interrogation equipment located 10 km from the loads. This implies a high sensitivity that is quite unexpected to attain with the commercially available off-the-shelf devices required by the proposed scheme.
- Subjects :
- Signal processing
Computer science
Acoustics
Attenuation
Context (language use)
Grating
Cladding (fiber optics)
Atomic and Molecular Physics, and Optics
Electronic, Optical and Magnetic Materials
Control and Systems Engineering
Sensitivity (control systems)
Time domain
Electrical and Electronic Engineering
Reflectometry
Instrumentation
Subjects
Details
- ISSN :
- 10685200
- Volume :
- 67
- Database :
- OpenAIRE
- Journal :
- Optical Fiber Technology
- Accession number :
- edsair.doi...........d423f747dc8763b9403377beccdfb414