학술논문

Fiber-Optic Sensor for Directional Bending Monitoring Based on a Pattern Recognition Algorithm
Document Type
Periodical
Source
IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 23(5):4819-4824 Mar, 2023
Subject
Signal Processing and Analysis
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Robotics and Control Systems
Optical fiber sensors
Bending
Sensors
Optical fiber polarization
Monitoring
Pattern recognition
Optical interferometry
Directional bending
machine learning (ML)
multimode fiber interferometer
optical fiber sensors
Language
ISSN
1530-437X
1558-1748
2379-9153
Abstract
A fiber sensor for directional bending monitoring is presented. The sensor is made of a single piece of a multimode elliptical-core fiber (ECF) and works in a reflection regime. The interference spectrum generated by the proposed system has a nonuniform amplitude and nonperiodic shape that makes the sensing signal adequate for a pattern recognition algorithm to be implemented. The ECF is fixed to a flexible rod, and each bending position of the rod generates a specific optical spectrum, which is then identified by a pattern recognition algorithm. Using algorithm identification, the trajectory of the flexible rod can be calculated. Experimental results demonstrating directional bending monitoring, based on pattern recognition and estimation of the flexible rod trajectory, are presented.