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December 7, 2025SensorsOpen Access

Artificial Intelligence and Machine Learning in Optical Fiber Sensors: A Review

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Authors

LCLidan CaoSASabrina AbedinGCGuoqiang Cui

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Overview

This review demonstrates advancements in optical fiber sensors using AI and machine learning, highlighting capabilities in sensor design and adaptive systems.

Key Points

  • AI enhances sensor design, improving performance and adaptivity in optical fiber sensors.
  • Supervised and unsupervised learning methods are crucial in advancing the application of AI in optical fiber sensing.
  • Comprehensive analysis of fiber Bragg gratings and Brillouin scattering integrates modern sensing technologies with AI capabilities.
  • Advancements in machine learning show potential to optimize configurations and enhance sensors' interpretative capabilities.

Cite This Study

Cao et al. (2025) studied this question.

synapsesocial.com/papers/694020f72d562116f28fb22bhttps://doi.org/10.3390/s25247442
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