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Classification of interference-fading tolerant Φ-OTDR signal using optimal peak-seeking and machine learning [Invited] 被引量:1
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作者 Yixin Zhang Tong Zhou +4 位作者 zhewen ding Yanqing Lu Xuping Zhang Feng Wang Ningmu Zou 《Chinese Optics Letters》 SCIE EI CAS CSCD 2021年第3期36-40,共5页
A simple and effective interference-fading tolerant method for phase-sensitive optical time-domain reflectometry(Φ-OTDR) using optimal peak-seeking is proposed. This method can reconstruct the vibration signal with h... A simple and effective interference-fading tolerant method for phase-sensitive optical time-domain reflectometry(Φ-OTDR) using optimal peak-seeking is proposed. This method can reconstruct the vibration signal with high fidelity under the premise of using only an ordinary single-mode sensing fiber without changing the structure of the traditional Φ-OTDR system. Based on the data after interference suppression, we applied different machine learning models to recognize the invasive events category. The promising results show potential applications of Φ-OTDR equipment and future implementation with machine learning algorithms. 展开更多
关键词 Φ-OTDR fading suppression machine learning
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Numerical Investigation Into a Surface Plasmon Resonance Sensor Based on Optical Fiber Microring
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作者 Chunliu ZHAO Yanru WANG +1 位作者 Dongning WANG zhewen ding 《Photonic Sensors》 SCIE EI CAS CSCD 2017年第2期105-112,共8页
A reflective surface plasmon resonance (SPR) sensor based on optical fiber microring is proposed. In such a sensor, plasmons on the outer surface of the metallized channels containing analyte can be excited by a fun... A reflective surface plasmon resonance (SPR) sensor based on optical fiber microring is proposed. In such a sensor, plasmons on the outer surface of the metallized channels containing analyte can be excited by a fundamental mode of a thin-core fiber (TCF). The refractive index (RI) sensing can be achieved as the surface plasmons are sensitive to changes in the refrective index of the analyte. Numerical simulation results show that the resonance spectrum shifts toward the shorter wavelength gradually when the analyte refractive index increases from 1.0 to 1.33, whereas it shifts toward the longer wavelength gradually when the analyte refractive index increases from 1.33 to 1.43, and there is a turning point at the refractive index value of 1.33. The highest sensitivity achieved is up to 2.30×10^3nm/RIU near the refractive index value of 1.0. Such a compact sensor has potential for gaseous substance monitoring. 展开更多
关键词 Fiber optics surface plasmons SENSORS MICROSTRUCTURE
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