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Experimental demonstration of single-mode fiber coupling using adaptive fiber coupler 被引量:6
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作者 罗文 耿超 +4 位作者 武云云 谭毅 罗奇 刘红梅 李新阳 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第1期260-265,共6页
Coupling plane wave into a single-mode fiber (SMF) with high and steady coupling efficiency is crucial for fiber- based free-space laser systems, where random angular jitters are the main influencing factors of fibe... Coupling plane wave into a single-mode fiber (SMF) with high and steady coupling efficiency is crucial for fiber- based free-space laser systems, where random angular jitters are the main influencing factors of fiber coupling. In this paper, we verified a new adaptive-optic device named adaptive fiber coupler (AFC) which could compensate angular jitters and improve the SMF coupling efficiency in some degree. Experiments of SMF coupling under the angular jitter situation using AFC have been achieved. Stochastic parallel gradient descent (SPGD) algorithm is employed as the control strategy, of which the iteration rate is 625 Hz. In closed loop, the coupling efficiency keeps above 65% when angular errors are below 80/3tad. The compensation bandwidth is 35 Hz at sine-jitter of 15 ~rad amplitude with average coupling efficiency of above 60%. Also, experiments with simulated turbulence have been studied. The average coupling efficiency increases from 31.97% in open loop to 61.33% in closed loop, and mean square error (MSE) of coupling efficiency drops from 7.43% to 1.75%. 展开更多
关键词 single-mode fiber coupling adaptive fiber coupler adaptive optics free-space optical communication
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Characteristics of High-power GaAs Laser Beams and Their Coupling with Fibers 被引量:1
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作者 YU Henry Hai-ying CUI Bi-feng TIAN Zeng-xia LIU Ying ZOU De-shu SHEN Guang-di 《Semiconductor Photonics and Technology》 CAS 2005年第4期233-238,共6页
The beams of 980nm high-power LDs are analyzed, and the reasons that aspect ratio of LD beams is high are explained. It is certified by the test that cylindrical lens can efficiently compress the perpendicular diverge... The beams of 980nm high-power LDs are analyzed, and the reasons that aspect ratio of LD beams is high are explained. It is certified by the test that cylindrical lens can efficiently compress the perpendicular divergence angle of the beam. Some typical and popular lensed fibers were compared and analyzed according to coupling characteristics. The factors which affect the coupling efficiency and tolerance of the wedged-shaped GRIN tipped lensed fiber are pointed out, and some methods to reduce the coupling loss of the lensed fibers are proposed finally. 展开更多
关键词 GaAs LD Lensed fibers optical coupling mode GRIN fibers
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Thermal and chromatic analysis for laser diode and single-mode fiber coupling
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作者 Ali H. Al-Hamdani 《材料科学与工程(中英文版)》 2009年第12期67-72,共6页
关键词 光纤耦合 激光二极管 热分析 耦合效率 单模 耦合设计 纵向位移 耦合透镜
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Experimental realization of strong coupling between a cold atomic ensemble and an optical fiber microcavity
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作者 李黎 潘宇豪 +6 位作者 刘毅嘉 周小龙 黄冬郁 沈泽民 王健 李传锋 郭光灿 《Chinese Optics Letters》 SCIE EI CAS CSCD 2023年第9期118-123,共6页
The cavity quantum electrodynamics (QED) system is a promising platform for quantum optics and quantum information experiments.Its core is the strong coupling between atoms and optical cavity,which causes difficulty i... The cavity quantum electrodynamics (QED) system is a promising platform for quantum optics and quantum information experiments.Its core is the strong coupling between atoms and optical cavity,which causes difficulty in the overlap between the atoms and the antinode of optical cavity mode.Here,we use a programmable movable optical dipole trap to load a cold atomic ensemble into an optical fiber microcavity and realize the strong coupling between the atoms and the optical cavity in which the coupling strength can be improved by polarization gradient cooling and adiabatic loading.By the measurement of vacuum Rabi splitting,the coupling strength can be as high as g_(N)=2π×400 MHz,which means the effective atom number is N_(eff)=16 and the collective cooperativity is C_(N)=1466.These results show that this experimental system can be used for cold atomic ensemble and cold molecule based cavity QED research. 展开更多
关键词 cavity quantum electrodynamics optical fiber microcavity strong coupling
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Acoustic longitudinal mode coupling in w-shaped Al/Ge Co-doped fibre
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作者 李宏亮 张巍 +1 位作者 黄翊东 彭江得 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第10期281-289,共9页
This paper proposes a novel fibre structure aiming at distributed temperature and strain sensing. Utilizing Al2O3 and CeO2 as dopants to form a w-shaped acoustic waveguide, it realizes modal coupling between longitudi... This paper proposes a novel fibre structure aiming at distributed temperature and strain sensing. Utilizing Al2O3 and CeO2 as dopants to form a w-shaped acoustic waveguide, it realizes modal coupling between longitudinal acoustic modes of its inner and outer core layers, leading to a dual-peak or multi-peak Brillouin gain spectrum. The relationship between the acoustic mode coupling properties and the fibre materials, doping concentrations and structural parameters are investigated, showing that the positions of mode coupling points in acoustic dispersion curves and the coupling intensities can be designed flexibly. A specific fibre design for the discriminative sensing of temperature and strain under a pump wavelength of 1.55 μm is given. The responses of its Brillouin gain properties on temperature and strain are analysed theoretically, demonstrating its potential for distributed fibre Brillouin sensing. 展开更多
关键词 Brillouin scattering acoustic mode coupling fibre sensing optical fibre design
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Influence of Waveguide Properties on Wave Prototypes Likely to Accompany the Dynamics of Four-Wave Mixing in Optical Fibers
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作者 Jean Roger Bogning Marcelle Nina Zambo Abou’ou +4 位作者 Christian Regis Ngouo Tchinda Mathurin Fomekong Oriel Loh Ndichia Stallone Mezezem Songna François Béceau Pelap 《Journal of Applied Mathematics and Physics》 2024年第7期2601-2633,共33页
In this article, we study the impacts of nonlinearity and dispersion on signals likely to propagate in the context of the dynamics of four-wave mixing. Thus, we use an indirect resolution technique based on the use of... In this article, we study the impacts of nonlinearity and dispersion on signals likely to propagate in the context of the dynamics of four-wave mixing. Thus, we use an indirect resolution technique based on the use of the iB-function to first decouple the nonlinear partial differential equations that govern the propagation dynamics in this case, and subsequently solve them to propose some prototype solutions. These analytical solutions have been obtained;we check the impact of nonlinearity and dispersion. The interest of this work lies not only in the resolution of the partial differential equations that govern the dynamics of wave propagation in this case since these equations not at all easy to integrate analytically and their analytical solutions are very rare, in other words, we propose analytically the solutions of the nonlinear coupled partial differential equations which govern the dynamics of four-wave mixing in optical fibers. Beyond the physical interest of this work, there is also an appreciable mathematical interest. 展开更多
关键词 optical fiber Four Waves Mixing Implicit Bogning Function Coupled Nonlinear Partial Differential Equations Nonlinear Coefficient Dispersive Coefficient Waveguide Properties
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Smart Microcavity on the Tip of Multi-Core Optical Fiber for Gas Sensing
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作者 Yuqian Zheng Shengfei Feng 《Optics and Photonics Journal》 2023年第7期178-187,共10页
We designed and fabricated a smart microcavity sensor with a vertically coupled structure on the end face of a multi-core fiber using two-photon lithography technology. The influence of gap in vertical coupling struct... We designed and fabricated a smart microcavity sensor with a vertically coupled structure on the end face of a multi-core fiber using two-photon lithography technology. The influence of gap in vertical coupling structure on the resonance characteristics of bonding and anti-bonding modes in the transmission spectrum was studied through simulation and experiments. The results indicate that the bonding and anti-bonding modes generated by the vertical coupling of the two microcavities, as well as the changes in the radius and refractive index of the micro-toroid, and the distance between the microcavities caused by the absorption of vapor during the gas sensing process, exhibit different wavelength shifts for the two resonant modes. Smart microcavity sensors exhibit sensitivity and sensing characteristics. . 展开更多
关键词 WGM optical Microcavities Dual Coupled Microcavity Bonding and Anti-Bonding Mode Organic Gas sensing
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Precise design of integrated diffractive optical mode converter for fiber-to-waveguide coupling
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作者 杨兴朋 谭峭峰 +1 位作者 严瑛白 金国藩 《Chinese Optics Letters》 SCIE EI CAS CSCD 2005年第7期377-379,共3页
Integrated diffractive optical mode converter, consisting of a diffractive optical element (DOE) and a slab waveguide, is used for fiber-to-waveguide coupling. The phase of the DOE is generally designed by optimizatio... Integrated diffractive optical mode converter, consisting of a diffractive optical element (DOE) and a slab waveguide, is used for fiber-to-waveguide coupling. The phase of the DOE is generally designed by optimization algorithm. In this paper, the precise design, a new method with one more restrictive way, is adopted to design the diffractive optical mode converter for fiber-to-waveguide coupling. Through this method, the intensity of any point on the output plane is fully filled with the required demand. Compared with what previously published, the coupling loss of the precise designed converter is lower. 展开更多
关键词 Diffractive optics optical communication optical devices optical fiber coupling optical fibers optical waveguides
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Improved optical coupling based on a concave cavity lens fabricated by optical fiber facet etching
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作者 Kanglin Li Jiangbing Du +2 位作者 Weihong Shen Jiacheng Liu Zuyuan He 《Chinese Optics Letters》 SCIE EI CAS CSCD 2021年第5期12-18,共7页
We report a low-fabrication-complexity and wideband fiber lens,which is formed by fiber facet etching and filling high refractive index UV adhesive.The optical field can be significantly shrunk by the facet lens so as... We report a low-fabrication-complexity and wideband fiber lens,which is formed by fiber facet etching and filling high refractive index UV adhesive.The optical field can be significantly shrunk by the facet lens so as to obtain improved optical coupling.Numerical simulations were carried out for different coupling conditions,on both fundamental mode and highorder mode,for a nine-mode fiber.The fundamental mode area can be reduced from 152.17 to 12.57μm^(~2),and the coupling loss between the fiber lens and a photonic waveguide can be reduced to-2.9 d B with over 1000 nm 3 d B bandwidth. 展开更多
关键词 fiber lens optical coupling
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A hardening load transfer function for rock bolts and its calibration using distributed fiber optic sensing 被引量:2
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作者 Assaf Klar Ori Nissim Itai Elkayam 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2023年第11期2816-2830,共15页
Confinement of rock bolts by the surrounding rock formation has long been recognized as a positive contributor to the pull-out behavior,yet only a few experimental works and analytical models have been reported,most o... Confinement of rock bolts by the surrounding rock formation has long been recognized as a positive contributor to the pull-out behavior,yet only a few experimental works and analytical models have been reported,most of which are based on the global rock bolt response evaluated in pull-out tests.This paper presents a laboratory experimental setup aiming to capture the rock formation effect,while using distributed fiber optic sensing to quantify the effect of the confinement and the reinforcement pull-out behavior on a more local level.It is shown that the behavior along the sample itself varies,with certain points exhibiting stress drops with crack formation.Some edge effects related to the kinematic freedom of the grout to dilate are also observed.Regardless,it was found that the mid-level response is quite similar to the average response along the sample.The ability to characterize the variation of the response along the sample is one of the many advantages high-resolution fiber optic sensing allows in such investigations.The paper also offers a plasticity-based hardening load transfer function,representing a"slice"of the anchor.The paper describes in detail the development of the model and the calibration/determination of its parameters.The suggested model captures well the coupled behavior in which the pull-out process leads to an increase in the confining stress due to dilative behavior. 展开更多
关键词 Rock bolts Distributed fiber optic sensing Pull-out tests Load transfer function Hardening model
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Structural Deformation Monitoring of Flight Vehicles Based on Optical Fiber Sensing Technology:A Review and Future Perspectives 被引量:6
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作者 Lianqing Zhu Guangkai Sun +3 位作者 Weimin Bao Zheng You Fanyong Meng Mingli Dong 《Engineering》 SCIE EI CAS 2022年第9期39-55,共17页
Structural deformation monitoring of flight vehicles based on optical fiber sensing(OFS)technology has been a focus of research in the field of aerospace.After nearly 30 years of research and development,Chinese and i... Structural deformation monitoring of flight vehicles based on optical fiber sensing(OFS)technology has been a focus of research in the field of aerospace.After nearly 30 years of research and development,Chinese and international researchers have made significant advances in the areas of theory and methods,technology and systems,and ground experiments and flight tests.These advances have led to the development of OFS technology from the laboratory research stage to the engineering application stage.However,a few problems encountered in practical applications limit the wider application and further development of this technology,and thus urgently require solutions.This paper reviews the history of research on the deformation monitoring of flight vehicles.It examines various aspects of OFS-based deformation monitoring including the main varieties of OFS technology,technical advantages and disadvantages,suitability in aerospace applications,deformation reconstruction algorithms,and typical applications.This paper points out the key unresolved problems and the main evolution paradigms of engineering applications.It further discusses future development directions from the perspectives of an evolution paradigm,standardization,new materials,intelligentization,and collaboration. 展开更多
关键词 optical fiber sensing technology Deformation monitoring Structural health monitoring Flight vehicle AEROSPACE
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Feasibility study on sinkhole monitoring with fiber optic strain sensing nerves
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作者 Yuxin Gao Honghu Zhu +3 位作者 Liang Qiao Xifeng Liu Chao Wei Wei Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2023年第11期3059-3070,共12页
Anthropogenic activity-induced sinkholes pose a serious threat to building safety and human life nowadays.Real-time detection and early warning of sinkhole formation are a key and urgent problem in urban areas.This pa... Anthropogenic activity-induced sinkholes pose a serious threat to building safety and human life nowadays.Real-time detection and early warning of sinkhole formation are a key and urgent problem in urban areas.This paper presents an experimental study to evaluate the feasibility of fiber optic strain sensing nerves in sinkhole monitoring.Combining the artificial neural network(ANN)and particle image velocimetry(PIV)techniques,a series of model tests have been performed to explore the relationship between strain measurements and sinkhole development and to establish a conversion model from strain data to ground settlements.It is demonstrated that the failure mechanism of the soil above the sinkhole developed from a triangle failure plane to a vertical failure plane with increasing collapse volume.Meanwhile,the soil-embedded fiber optic strain sensing nerves allowed deformation monitoring of the ground soil in real time.Furthermore,the characteristics of the measured strain profiles indicate the locations of sinkholes and the associated shear bands.Based on the strain data,the ANN model predicts the ground settlement well.Additionally,micro-anchored fiber optic cables have been proven to increase the soil-to-fiber strain transfer efficiency for large deformation monitoring of ground collapse. 展开更多
关键词 SINKHOLE Geotechnical monitoring Distributed fiber optic sensing(DFOS) Artificial neural network(ANN) Ground settlement Soil arching Micro-anchor
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Analysis of the Interference Signal of the Distributed Optical Fiber Sensing Based on DSP 被引量:3
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作者 Tingting Du Xiong Wan +2 位作者 Zhimin Zhang Huming Zhang Qing Zhang 《Optics and Photonics Journal》 2013年第2期122-125,共4页
In this paper, the author analyzes characteristics and extracting method of interference signal of the distributed optical fiber sensing. In the distributed optical fiber sensing, realizing alarm and positioning funct... In this paper, the author analyzes characteristics and extracting method of interference signal of the distributed optical fiber sensing. In the distributed optical fiber sensing, realizing alarm and positioning function only through the cross-correlation operation will increase the load of the system, can make misinformation rate of the system be improved greatly. Therefore, before the localization algorithm, adding a interference signal feature recognition is very necessary, can reduce unnecessary operation loss and reduce the load of the system, also reducing the number of the false positives. 展开更多
关键词 The optical fiber sensing MACH-ZEHNDER INTERFEROMETER Energy INTERFERENCE SIGNAL SIGNAL RECOGNITION
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Theoretical analysis and experiment of micromechanics and mechanics-optics coupling of distributed optic-fiber crack sensing 被引量:1
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作者 LIU HaoWu 1,2,CHEN Jiang 2,SUN Man 3 & DING Rui 2 1 State Key Laboratory of Hydraulics and Mountain River Engineering,Sichuan University,Chengdu 610065,China 2 School of Water Resource Hydropower,Sichuan University,Chengdu 610065,China 3 School Electrical Engineering and Information,Sichuan University,Chengdu 610065,China 《Science China(Technological Sciences)》 SCIE EI CAS 2011年第S1期185-191,共7页
The micromechanical behaviors and mechanics-optics coupling effects of optic-fiber-concrete complex in the distributed optic-fiber sensing concrete-crack technology,which was used in health monitoring of Wu Gorge Brid... The micromechanical behaviors and mechanics-optics coupling effects of optic-fiber-concrete complex in the distributed optic-fiber sensing concrete-crack technology,which was used in health monitoring of Wu Gorge Bridge on Yangtze River and a large dam successfully,have been investigated.A micromechanical theoretical analysis method and micromechanical frictional contact bi-interface model,as well as a modified optical theoretical analysis method of the mechanics-optics coupling effects are presented.A series of verification experiments,including mechanical experiments and mechanics-optics coupling experiments,have been preformed.The results of micromechanical theoretical analysis and the analysis of the modified theory of mechanics-optics coupling along with mechanical and optical experimental data are shown to be in close agreement.Both the micromechanical theory and the modified theory of mechanics-optics coupling with their analysis methods can not only enhance credibility of this novel distributed sensing technology but also provide a way to understand its sensing mechanism and optimize its technical details and system. 展开更多
关键词 optic-fiber sensing mechanics-optics coupling MICROMECHANICS health monitoring concrete structure CRACK detection
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Coupling Character of Polarization Maintaining Optical Fiber Under the Condition of Bend
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作者 LI Changchun (National Lab.of Molecular and Bimolecular Electronic,Southeast University,Nanjing 210096,CHN) LUO Fei,TAO Baoqi (Institute of Smart Materials and Structures,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,CHN) 《Semiconductor Photonics and Technology》 CAS 1997年第2期20-24,共5页
In the field of optical fiber communication and sensing,polarization maintaining optical fiber with special polarization wave transmit character has been taken more and more attentions.It is more important of couple b... In the field of optical fiber communication and sensing,polarization maintaining optical fiber with special polarization wave transmit character has been taken more and more attentions.It is more important of couple between polarization modes,with the help of microdisturbed and coupled mode theories,the coupled characters of high birefracting Bow-Tie optical fiber in the condition of pure bend are analysed,and power coupling relationships between transmit modes are also derivated. 展开更多
关键词 Microdisturbed Theory Mode COUPLE POLARIZATION Maintaining optical fiber Pure BEND
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Multimode Optical Fiber Displacement Sensor
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作者 SHANG Li-ping ZHENG De-zhong +1 位作者 YU Si-yuan SHI Jin-shan 《Semiconductor Photonics and Technology》 CAS 2000年第3期148-150,共3页
The structure of an intensity modulation optical fiber sensor is introduced. The principle of the sensor which can detect minor displacement by use of minor curve in dark ground is described. Complex experiment shows ... The structure of an intensity modulation optical fiber sensor is introduced. The principle of the sensor which can detect minor displacement by use of minor curve in dark ground is described. Complex experiment shows that the multimode optical fiber not only has the abilitly of detecting the displacement of less than 0.1 nm, but also exhibits characteristics of wide dynamic range and good linearety. 展开更多
关键词 Multimode optical fiber Intensity modulation Mode coupling
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High efficiency of Brillouin scattering behavior in single-mode Ge–As–Se–Te fibers at 2μm
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作者 付悦 戴世勋 +4 位作者 徐路路 方耀俊 王莹莹 焦凯 王训四 《Chinese Physics B》 SCIE EI CAS CSCD 2023年第5期449-456,共8页
The Brillouin characteristics of step-index Ge–As–Se–Te(GAST)fibers at 2μm are designed and simulated on the basis of optical and acoustic properties.The refractive indexes of Ge_(20)As_(20)Se_(45)Te_(15)glass and... The Brillouin characteristics of step-index Ge–As–Se–Te(GAST)fibers at 2μm are designed and simulated on the basis of optical and acoustic properties.The refractive indexes of Ge_(20)As_(20)Se_(45)Te_(15)glass and Ge_(20)As_(20)Se_(43)Te_(17)glass serving as fiber core and cladding are 3.20 and 3.18 at 2μm,and their acoustic velocities are 2200 m/s and 2300 m/s,respectively.Numerical results indicate that the stimulated Brillouin scattering(SBS)efficiency is 248 m^(-1)·W^(-1),and the Brillouin threshold power is 66 m W when the core diameter of the 2-m-long GAST fiber is 4μm at 2-μm wavelength.The optic–acoustic coupling factor,the Brillouin frequency shift,and the Brillouin gain coefficient are 0.98,7.02 GHz,and 3.81×10^(-9)m/W,respectively.The SBS effect of GAST fibers simulated for the first time provides a new promising approach to selecting gain medium based on 2-μm-wavelength fiber laser. 展开更多
关键词 stimulated Brillouin scattering chalcogenide fiber nonlinear effect optical–acoustic coupling
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Deformation and failure characteristics of sandstone under uniaxial compression using distributed fiber optic strain sensing 被引量:3
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作者 Lingfan Zhang Duoxing Yang +1 位作者 Zhonghui Chen Aichun Liu 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2020年第5期1046-1055,共10页
This paper investigates the deformation and fracture propagation of sandstone specimen under uniaxial compression using the distributed fiber optic strain sensing(DFOSS)technology.It shows that the DFOSS-based circumf... This paper investigates the deformation and fracture propagation of sandstone specimen under uniaxial compression using the distributed fiber optic strain sensing(DFOSS)technology.It shows that the DFOSS-based circumferential strains are in agreement with the data monitored with the traditional strain gage.The DFOSS successfully scans the full-field view of axial and circumferential strains on the specimen surface.The spatiotemporal strain measurement based on DFOSS manifests crack closure and elastoplastic deformation,detects initialization of microcrack nucleation,and identifies strain localization within the specimen.The DFOSS well observes the effects of rock heterogeneity on rock deformation.The advantage of DFOSS-based strain acquisition includes the high spatiotemporal resolution of signals and the ability of full-surface strain scanning.The introduction to the DFOSS technology yields a better understanding of the rock damage process under uniaxial compression. 展开更多
关键词 Distributed fiber optic strain sensing (DFOSS) Uniaxial compression Strain localization
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Two-dimensional distributed strain sensing with an Archimedean spiral arrangement in optical frequency domain reflectometry 被引量:1
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作者 Yamei Guo Zhenyang Ding +3 位作者 Kun Liu Junfeng Jiang Chenhuan Wang Tiegen Liu 《Nanotechnology and Precision Engineering》 EI CAS CSCD 2018年第3期187-190,共4页
We demonstrate a distributed two-dimensional(2D)strain-sensing system in optical frequency domain reflectometry(OFDR)with an Archimedean spiral arrangement of the sensing fiber.The Archimedean spiral describes a simpl... We demonstrate a distributed two-dimensional(2D)strain-sensing system in optical frequency domain reflectometry(OFDR)with an Archimedean spiral arrangement of the sensing fiber.The Archimedean spiral describes a simple relationship between the radial radius and polar angle,such that each circle(the polar angle from0 to 2π)can sense the 2D strain in all directions.The strain between two adjacent circles can also be easily obtained because an Archimedean spiral facilitates sensing of every angle covering the full 2D range.Based on the mathematical relation of Archimedean spirals,we deduce the relationship between the one-dimensional position of the sensing fiber and 2D distribution in polar coordinates.The results of the experiment show that an Archimedean spiral arrangement system can achieve 2D strain sensing with different strain load angles. 展开更多
关键词 optical frequency DOMAIN REFLECTOMETRY (OFDR) ARCHIMEDEAN SPIRAL DISTRIBUTED optical fiber sensing
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Practical Pattern Recognition System for Distributed Optical Fiber Intrusion Monitoring Based on Ф-COTDR 被引量:4
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作者 CAO Cong FAN Xinyu +1 位作者 LIU Qingwen HE Zuyuan 《ZTE Communications》 2017年第3期52-55,共4页
At present, the demand for perimeter security system is in-creasing greatly, especially for such system based on distribut-ed optical fiber sensing. This paper proposes a perimeter se-curity monitoring system based on... At present, the demand for perimeter security system is in-creasing greatly, especially for such system based on distribut-ed optical fiber sensing. This paper proposes a perimeter se-curity monitoring system based on phase-sensitive coherentoptical time domain reflectometry(Ф-COTDR) with the practi-cal pattern recognition function. We use fast Fourier trans-form(FFT) to exact features from intrusion events and a multi-class classification algorithm derived from support vector ma-chine(SVM) to work as a pattern recognition technique. Fivedifferent types of events are classified by using a classifica-tion algorithm based on SVM through a three-dimensional fea-ture vector. Moreover, the identification results of the patternrecognition system show that an identification accurate rate of92.62% on average can be achieved. 展开更多
关键词 fiber optics sensors COTDR distributed vibration sensing SVM pattern recognition
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