AIMC Topic: Optical Fibers

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A D-Shaped Polymer Optical Fiber Surface Plasmon Resonance Biosensor for Breast Cancer Detection Applications.

Biosensors Dec 28, 2023
Fiber-optic biosensors have garnered significant attention and witnessed rapid development in recent years owing to their remarkable attributes such as high sensitivity, immunity to electromagnetic interference, and real-time monitoring. They have em...
Gold Oligonucleotides Surface Plasmon Resonance Optical Fibers Polymers Neoplasms Humans Fiber Optic Technology
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Elastomer-Embedded Multiplexed Optical Fiber Sensor System for Multiplane Shape Reconstruction.

Sensors (Basel, Switzerland) Jan 15, 2023
This paper presents the development and application of a multiplexed intensity variation-based sensor system for multiplane shape reconstruction. The sensor is based on a polymer optical fiber (POF) with sequential lateral sections coupled with a fle...
Robotics Dimethylpolysiloxanes Elastomers Optical Fibers Polymers
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Application of Deep Convolutional Neural Network for Automatic Detection of Digital Optical Fiber Repeater.

Sensors (Basel, Switzerland) Sep 24, 2022
The digital optical fiber repeater (DOFR) is an important infrastructure in the LTE networks, which solve the problem of poor regional signal quality. Various types of conventional measurement data from the LTE network cannot indicate whether a worki...
Optical Fibers Neural Networks, Computer
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An Optical Fiber Sensing Method for Measuring the Surface Flatness of an Object.

Computational intelligence and neuroscience Jun 27, 2022
Sensing of data or object is a mature research domain where intelligent devices, may possibly be embedded with the artificial intelligence-based techniques, are placed in the closed vicinity of the object or phenomenon. This sensing activity becomes ...
Optical Fibers Intelligence Movement Artificial Intelligence
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Compliant Mechanism-Based Sensor for Large Strain Measurements Employing Fiber Optics.

Sensors (Basel, Switzerland) May 24, 2022
We propose a sensor design for measurement of large strains where direct application of a fiber optic strain gauge is impossible due to the stiffness mismatch between the optical fiber and the structure under test. The sensor design is based on a rho...
Robotics Optical Fibers Fiber Optic Technology Finite Element Analysis
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Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization.

Scientific reports May 24, 2022
The deployment of artificial neural networks-based optical channel equalizers on edge-computing devices is critically important for the next generation of optical communication systems. However, this is still a highly challenging problem, mainly due ...
Signal Processing, Computer-Assisted Optical Devices Optical Fibers Computers Neural Networks, Computer
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All-fiber high-speed image detection enabled by deep learning.

Nature communications Mar 17, 2022
Ultra-high-speed imaging serves as a foundation for modern science. While in biomedicine, optical-fiber-based endoscopy is often required for in vivo applications, the combination of high speed with the fiber endoscopy, which is vital for exploring t...
Diagnostic Imaging Optical Fibers Deep Learning Endoscopy Neural Networks, Computer
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Semi-Supervised Deep Learning in High-Speed Railway Track Detection Based on Distributed Fiber Acoustic Sensing.

Sensors (Basel, Switzerland) Jan 6, 2022
High deployment costs, safety risks, and time delays restrict traditional track detection methods in high-speed railways. Therefore, approaches based on optical sensors have become the most remarkable strategy in terms of deployment cost and real-tim...
Acoustics Supervised Machine Learning Optical Fibers Deep Learning Algorithms
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Deep Neural Networks for Detection and Location of Microseismic Events and Velocity Model Inversion from Microseismic Data Acquired by Distributed Acoustic Sensing Array.

Sensors (Basel, Switzerland) Oct 5, 2021
Fiber-optic cables have recently gained popularity for use as Distributed Acoustic Sensing (DAS) arrays for borehole microseismic monitoring due to their physical robustness as well as high spatial and temporal resolutions. As a result, the sensors r...
Humans Noise Neural Networks, Computer Acoustics Optical Fibers
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Polymer Optical Fiber-Based Integrated Instrumentation in a Robot-Assisted Rehabilitation Smart Environment: A Proof of Concept.

Sensors (Basel, Switzerland) Jun 4, 2020
Advances in robotic systems for rehabilitation purposes have led to the development of specialized robot-assisted rehabilitation clinics. In addition, advantageous features of polymer optical fiber (POF) sensors such as light weight, multiplexing cap...
Humans Exoskeleton Device Polymers Rehabilitation Gait Robotics Optical Fibers
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