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Optimized Neural Network Method for Temperature Estimation along Optical Fiber
Published 2025-02-01Subjects: “…distributed optical fiber sensor…”
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INTEGRATION OF DISTRIBUTED INERTIAL NAVIGATION SYSTEMS BUILT AROUND FIBER-OPTIC AND MICROELECTROMECHANICAL SENSORS
Published 2018-01-01“…In addition, due to restrictions on overall dimensions and weight, SINSs of surveillance systems are built on the basis of microelectromechanical sensors (MEMSs). Such sensors have a wide insensitivity zone and low accuracy. …”
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Apodization Optimization of FBG Strain Sensor for Quasi-Distributed Sensing Measurement Applications
Published 2016-01-01“…A novel optimized apodization of Fiber Bragg Grating Sensor (FBGS) for quasi-distributed strain sensing applications is developed and introduced in this paper. …”
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Registration of Sounds Emitted by the Madagascar Hissing Cockroach Using a Distributed Acoustic Sensor
Published 2025-03-01“…Recent advancements have expanded the applications of fiber-optic distributed acoustic sensors (DAS), including their use in monitoring the acoustic activity of insects, which can be either harmful or beneficial to agriculture. …”
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Coherent BOTDA Sensor With Single-Sideband Modulated Probe Light
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A Cost-Effective Distributed Acoustic Sensor Using a Commercial Off-the-Shelf DFB Laser and Direct Detection Phase-OTDR
Published 2016-01-01“…By externally modulating such lasers with cyclic pulse coding, we demonstrate a distributed acoustic sensor capable of measuring vibrations of up to 500 Hz over 5 km of standard single-mode fiber with 5-m spatial resolution with ∼9-dB signal-to-noise ratio (SNR) improvement compared with the single-pulse equivalent. …”
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Structure and Wiring Optimized TT/MT Double‐Helical Fiber Sensors: Fabrication and Applications in Human Motion Monitoring and Gesture Recognition
Published 2025-03-01“…This study provides a novel approach to optimize the electrode distribution in fiber‐based flexible sensors through an internally encapsulated double‐helical structure, making a significant contribution to the field of flexible sensing.…”
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Real-time torque distribution simulation of parallel hybrid vehicle engine
Published 2025-08-01“…This study aims to develop a high-precision, robust torque distribution model to enhance energy utilization while addressing interference from environmental noise and extreme temperatures.MethodsA real-time torque distribution model integrates three core components: a Markov Decision Process framework transforms torque allocation into a mathematical optimization problem; the Proximal Policy Optimization algorithm enhanced with Prioritized Experience Replay dynamically generates control strategies; and Fiber Bragg Grating sensors achieve millisecond-level torque measurement by correlating shaft strain forces with wavelength shifts. …”
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Deep learning-based phase demodulation for distributed acoustic sensor
Published 2025-08-01“…In this paper, a phase demodulation algorithm for distributed acoustic sensor (DAS) data processing was developed using deep learning framework. …”
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Development and performance testing of OTDR-based twisted fiber optic strain sensors
Published 2024-11-01“…The effects of spring diameter, pitch, number of turns, and compression displacement on fiber optic loss and sensor sensitivity were analyzed, and the sensor structure was optimized through performance testing. …”
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Design and Evaluation of Real-Time Data Storage and Signal Processing in a Long-Range Distributed Acoustic Sensing (DAS) Using Cloud-Based Services
Published 2024-09-01“…In cloud-based Distributed Acoustic Sensing (DAS) sensor data management, we are confronted with two primary challenges. …”
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Analysis of Spontaneous Raman and Rayleigh Scatterings in Distributed Fiber Raman Amplification Systems Based on a Random Distribution Model
Published 2017-01-01“…The simulations agreed well with our experimental measurements, proving that our model efficiently described stochastic scattering spectra and distributions in FRAs. Our theory accurately analyzed the distribution and evolution of scattering along the fiber and is a promising tool for optimizing the performance of distributed fiber systems, especially systems with distributed amplification such as fiber communication systems, random feedback fiber lasers, and fiber sensors.…”
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A Miniaturized FBG Tactile Sensor for the Tip of a Flexible Ureteroscope
Published 2025-04-01“…This work introduces a novel fiber Bragg grating (FBG)-based tactile sensor specifically developed for real-time force monitoring at the tips of flexible ureteroscopes. …”
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Inclination information-aided circumferential deformation reconstruction error correction method for CFRP belt integrated with optical fiber sensor
Published 2025-08-01“…In view of the problem that the distributed optical fiber-based deformation reconstruction method can produce serious accumulated errors, this paper developed a smart fiber optic sensor belt that employs a carbon-fiber composite material as the matrix and strain-sensing fiber optics as the sensing element and is based on the key-point dip angle information acquired by a high-precision tilt sensor. …”
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