This paper presents a comprehensive review of AI-enhanced OFS technologies, encompassing both localized sensors such as fiber Bragg gratings (FBG), Fabry–Perot (FP) interferometers, and Mach–Zehnder interferometers (MZI), and distributed sensing systems based on Rayleigh . The integration of artificial intelligence (AI) with optical fiber sensing (OFS) is transforming the capabilities of modern sensing systems, enabling smarter, more adaptive, and higher-performance solutions across diverse applications. In 2023, researchers turned submarine cables into earthquake warning systems and gave electric vehicles "optical nerves" to prevent battery failures. Associate Professor Faisal Nadeem Khan from the Institute of Data and Information has recently published a perspective article entitled Non-technological barriers: the last frontier towards AI-powered intelligent optical networks in Nature Communications.
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