This article proposes FiberFlex, an intelligent and distributed fiber sensor system. Ultizing Field Programmable Gate Arrays (FPGA) high-level synthesis (HLS) acceleration, FiberFlex offers
The machine learning (ML) approach has brought a thoroughgoing rehabilitation in the field of fiber optics-based sensing mechanisms due to its capabilities of extracting a huge chunk of
A real-time intelligent fiber-optic perimeter intrusion detection system (PIDS) based on the fiber Bragg grating (FBG) sensor network is presented in
Abstract and Figures Over the last three decades, fiber optic sensors (FOS) have gained a lot of attention for their wide range of monitoring
Learn the best methods for testing and debugging code that interacts with optical fiber components, such as simulators, debuggers, test suites, and more.
In recent years, the development of flexible bend sensors and their detection devices has attracted great interest. In this paper, an intelligent wearable plastic optical fiber (POF) integrated
Distributed optical fiber sensors are important for continuous remote monitoring of large infrastructures, such as gas and oil pipelines, civil controlled perimeters, dams, roads, railroads, and also
Huawei OptiX Sensing offers optical fiber sensing solutions for various industries such as oil and gas, transportation, electric power, and government. It can be
The article aims to provide a comprehensive reference for researchers and engineers seeking to develop or deploy intensity-based optical sensing systems.
Distributed fiber optic sensor (DFOS) offers unique capabilities of monitoring corrosion for long pipelines. However, manually interpreting DFOS data is labor-intensive and time-consuming. To
An optical fiber gas sensor mainly consists of two parts: optical part and detection circuit. In the debugging for the detection circuit, the optical part
In addition, this article covers real-world applications and benefits of combining fiber optic sensors with ML and IoT, showcasing how this synergy contributes to more robust and efficient measurement
From energy and transportation to agriculture and cybersecurity, fiber sensing is quietly revolutionizing industries with applications once thought
Relying on its end-to-end interdisciplinary design, FiberFlex seamlessly combines fiber-optic sensors with FPGA accelerators to enable low
Abstract: This letter illustrates the successful application of machine learning (ML) models with explainable artificial intelligence (XAI) to enhance the efficacy of a surface plasmon
The integration of high-speed optical communication and distributed sensing could bring intelligent functionalities to ubiquitous optical fibre networks, such as urban structure imaging,...
Sensor networks use relatively low data-rates, and have not traditionally used the high-bandwidth fiber networks. However, the sheer volume
AI has significantly enhanced signal processing in optical fiber sensors by improving data analysis, increasing accuracy, and accelerating decision-making. AI techniques facilitate the effective
Fiber-optic sensors are highly promising within soft robot sensing applications, but sensing methods based on geometry-based reconstruction limit
Abstract In recent years, with the increasing demand for intelligent society, intelligent photonics has developed rapidly. Machine learning (ML), as a subset of artificial intelligence (AI), has
Monitoring of cracks and crack growth rates is a crucial aspect of structural health monitoring for concrete infrastructure, and multiple manual and automatic monitoring techniques
In the digitalization stage, the first step of the development path of Industry 4.0, Sick is committed to the design and development of intelligent sensors, aiming to lay a solid hardware
RQ4: What are the primary themes in using machine learning for fiber optic sensor applications? RQ5: What are the established and emerging keywords in the
Fiber sensors and artificial intelligence are two rapidly evolving technologies. When fiber sensors are combined with machine learning, they
In this paper, we provide a state-of-the-art review on DOFS applications across typical linear infrastructure systems, encompassing highways, long-span bridges, rail transit networks, airport
Schematic of various applications of AI‐enhanced FOS, discussed in this work. A sensing cable with embedded optical fibers and connected to an
So we are proposing the intelligent fault detecting system in an optical fibre to find the fault in the optical fibre line. From the fibre we can monitor many number of parameters includes temperature, current,
Fiber optic sensors are already essential in many industries due to their high sensitivity and resilience to electromagnetic interference. Future research will concentrate on increasing
This paper aims to elucidate recent advancements in fiber-optic sensors across different domains, specifically in health, smart home, and smart
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