职称：副教授

电话：8290 3284

Email：shiyi@stu.edu.cn

教育及工作经历：

2018-至今，伟德国际1946亚洲版，电子系，讲师\副教授

2016-2017，美国伊利诺伊大学芝加哥分校，联合培养博士研究生

2012-2018，天津大学，仪器科学与技术，博士

2008-2012，天津大学，测控技术与仪器，学士

入选汕头市高层次人才（B类）、伟德国际victor1946卓越人才计划、入选斯坦福大学2024年、2025年“世界前2%科学家”榜单，《Photonics》期刊（SCI）客座编辑

研究方向：

分布式光纤传感，智能检测，智能识别，无损检测，研究内容包括硬件仪器研发以及智能识别算法研究。

教学科目：模拟电路设计、数字电路、微机与单片机系统及应用、光电子技术与应用

科研项目：

1. 国家自然科学青年基金：分布式光纤传感系统多物理量检测及事件识别技术研究，主持。

2. 广东省自然科学基金面上项目：基于零次学习的分布式光纤传感息系统未知新事件识别技术研究，主持

3. 伟德国际victor1946科研启动基金：地埋光纤振动检测信号的模式识别研究，主持。

4. 国家自然科学基面上项目：面向海洋碳元素原位探测的气液双相耦合增强红外光谱方法研究。（参与）

5. 广东省自然科学基金面上项目：融入机器学习的群体聚合形态转换动态多目标进化规划研究。（参与）

6. 广东省本科高校专项人才培养计划：光电子传感集成系统专项人才培养。（参与）

7. 广东省特色创新项目（自然科学类）：基于深度学习的多传感器协同研究及其在周界入侵检测系统的应用。（参与）

学术论文 ：

[1]. Hexuan Wang, Zichong Lin, Chunying Xu, Chuliang Wei, Yi Shi*. A Constraint-Based Approach to Prevent Phase Unwrapping Failures in Φ-OTDR Sensing.  Optics and Lasers in Engineering. 2026. (ACCEPTED) (SCI TOP)

[2]. Yi Shi*, Qizhi Liu, Jiewei Chen, Ying Yu*, Cheng Li. Phase correction based measurement enhancement for Φ-OTDR under noisy conditions. Optics and Lasers in Engineering,Volume 196,2026,109466. (SCI TOP)

[3]. Zhixiang Wei, Zichong Lin, Qiren Yan, Xuwei Kang and Yi Shi*,An Improved Phase Unwrapping Method based on Deep Learning for Optical Fiber Sensors,Optics Communications,2025,132648.(SCI)

[4]. Yi Shi*, Jie Chen, Qiren Yan, and Chuliang Wei*. Adaptive multi-source separation strategy for a distributed optical fiber sensor based on a mask network, Opt. Express 33, 48863-48875 (2025) (SCI TOP)

[5]. Yi Shi*, Zihao Sun, Lijia Pan, Ruizhe Huang and Chuliang Wei*,Ultra-low SNR event recognition for buried optical fiber sensor based on DCWT,Optics & Laser Technology, 192,2025,114074. (SCI TOP)

[6]. Yi Shi, Jie Chen, Qizhi Liu, Zihao Sun and Chuliang Wei*. A Data Augmentation Method Based on Time Domain Convolutional Mask Network for improved event recognition in φ-OTDR. in 2025 23rd International Conference on Optical Communications and Networks (ICOCN). 2025.

[7]. Jiewei Chen,Zihao Sun,Qizhi Liu, Ying Yu and Yi Shi*. A GRU Signal Denoising Method for φ-OTDR Submarine Cable Monitoring System. in 2025 23rd International Conference on Optical Communications and Networks (ICOCN). 2025.

[8]. Yi Shi,Zihao Sun,Jie Chen, Qizhi Liu and Chuliang Wei*. Data Augmentation Strategy for Φ-OTDR Based on Deep Learning. in 2025 23rd International Conference on Optical Communications and Networks (ICOCN). 2025.

[9]. Qizhi Liu,Jie Chen, Qiren Yan and Yi Shi*. Vibration Event Classification in φ-OTDR Systems Using MFCC Features and ResNet50-CBAM. in 2025 23rd International Conference on Optical Communications and Networks (ICOCN). 2025.

[10]. Duanrui Wang, Hongjian Lv, Xingyue Zhu, Qiwei Qin, Shaowen Wang, Haibin Ye, Yi Shi* and Chi Wu*. Detection and identification of fish skin lesions in the underwater environment based on improved YOLOv8 model for aquaculture. Aquaculture,Volume 608,2025,742722.(SCI,TOP)

[11]. Yi Shi*, Jie Chen, Qiren Yan and Chuliang Wei*.Φ-OTDR multi-source event recognition system based on deep learning separation,Optics & Laser Technology,190,2025,113212. (SCI,TOP)

[12]. Jiewei Chen, Yi Shi*, Chuliang Wei, Ying Yu.Φ-OTDR Event Recognition System Based on Reconstructed Signal Feature Space. IEEE Internet of Things Journal, 12(13),2025, 25346-23356. (SCI,TOP)

[13]. Chunying Xu, Ruixin Liang, Xinjie Wu, Taoyu Wen, Chengyu Yang, Yu Zhou,Chuliang Wei* and Yi Shi*.DML-TSCRT Algorithm for Long-Tailed Distributed Anchor Damage Event Recognition in Submarine Cables.Journal of Lightwave Techonology.vol. 43, no. 11, pp. 5055-5066, 1 June1, 2025. (SCI,TOP)

[14]. Duanrui Wang, Meng Wu, Xingyue Zhu, Qiwei Qin, Shaowen Wang, Haibin Ye, Kaiyuan Guo, Chi Wu* & Yi Shi*. Real-time detection and identification of fish skin health in the underwater environment based on improved YOLOv10 model.Aquaculture Reports,42, 102723, 2025.(SCI,TOP)

[15]. Tao Jiang, Haodian Zhu1, Jiajian Wang, Dongsheng Li and Yi Shi*. Development of a pipe wall thickness measurement sensor based on FBG and permanent magnet technology. Journal of Civil Structural Health Monitoring (2025).(SCI,TOP)

[16]. Yi Shi*, Xuwei Kang, Zhixiang Wei, Qiren Yan, Zichong Lin, Zhenyong Yu, Yousu Yao, Zili Dong, Chuliang Wei*.A data augmentation approach combining time series reconstruction and VAEGAN for improved event recognition in Φ-OTDR. Optical Fiber Technology,90,2025.(SCI)

[17]. Q. Yan, Z. Wei, Z. Lin, X. Kang, W. Zhang and Yi Shi*.Apart and A Part: Overlapped vibration recognition for distributed optical fiber sensing based on deep learning separation. Optics & Laser Technology,182,112083, 2025. (SCI,TOP)

[18]. Yi Shi*, X. Kang, Z. Wei, Q. Yan, Z. Lin, Z. Yu, Y. Yao, Z. Dong, C. Wei*.A data augmentation approach combining time series reconstruction and VAEGAN for improved event recognition in ϕ-OTDR. Optical Fiber Technology, 90, 2025. (SCI)

[19]. Yi Shi*, L. Pan and H. Liu. Multisource Event Classification in ϕ-OTDR Through Sample Feature Synthesis. IEEE Sensors Journal, vol. 24, no. 20, pp. 32196-32202, 15 Oct.15, 2024.(SCI)

[20]. Yi Shi*, H. Liu, W.o Zhang, Z. Cheng, J. Chen, and Q. Sun, "Event recognition method based on feature synthesizing for a zero-shot intelligent distributed optical fiber sensor," Opt. Express 32, 8321-8334, 2024. (SCI,TOP)

[21]. Z. Cheng and Yi Shi*, High quality phase demodulation method for direct detection Φ-OTDR.Optics Express,32(4), 6630-6643,2024. (SCI,TOP)

[22]. Yi Shi, J. Chen, S. Dai, Z. Wei and C. Wei*. Φ-OTDR Event Recognition System Based on Valuable Data Selection. Journal of Lightwave Techonology. vol. 42, no. 2, pp. 961-969, 15 Jan.15, 2024. (SCI,TOP)

[23]. Yi Shi, Y.o Zhang, S. Dai, L.i Zhao, and C. Xu*, Footsteps detection and identification based on distributed optical fiber sensor and double-YOLO model.Optics Express 31(25), 41391-41405 , 2023.(SCI,TOP)

[24]. Y. Li, X. Zeng and Yi Shi*,A spatial and temporal signal fusion based intelligent event recognition method for buried fiber distributed sensing system. Optics & Laser Technology, 166, 109658, 2023. (SCI,TOP)

[25]. T. Jiang, M. Xian, J. Wang, D. Li and Yi Shi*. Image rotation method for identification of NPW signals in the localization of pipeline leakage. Journal of Loss Prevention in the Process Industries. 83, pp.105075, 2023.(SCI)

[26]. Yi Shi, J. Chen, S. Dai, X. Liu, and C. Wei.* Multi-signal feature fusion method with an attention mechanism for the Φ-OTDR event recognition system. Opt. Express 30(23), 42086-42096 ,2022.(SCI,TOP)

[27]. Yi Shi, S. Dai, X. Liu, Y. Zhang, X. Wu, and T. Jiang*. Event recognition method based on dual-augmentation for an Φ-OTDR system with a few training samples. Optics Express, 30(17), pp. 31232-31243, 2022.(SCI,TOP)

[28]. Y. Li, X. Zeng, Yi Shi*. Quickly build a high-precision classifier for Φ-OTDR sensing system based on transfer learning and support vector machine. Optical Fiber Technology, 70, pp. 102868, 2022.(SCI)

[29]. Yi Shi, X. Liu and Chuliang Wei. An Event Recognition Method Based on MFCC, Superposition Algorithm and Deep Learning for Buried Distributed Optical Fiber Sensors. Optics Communications, 522, pp.128647, 2022.(SCI)

[30]. Yi Shi, Y. Li, Y. Zhang, Z. Zhuang, and T. Jiang*. An easy access method for event recognition of Φ-OTDR sensing system based on transfer learning. Journal of Lightwave Techonology. 2021, 39(13), pp4548-4555. (SCI,TOP)

[31]. T. Jiang, J. Zhu, and Yi Shi*. Detection of pipeline deformation induced by frost heave using OFDR technology. Frontiers in Physics. 2021. Vol 9, pp. 278. (SCI)

[32]. Yi Shi, S. Dai, T. Jiang* and Z. Fan, A Recognition Method for Multi-Radial-Distance Event of Φ-OTDR System Based on CNN. IEEE ACCESS, vol. 9, pp. 143473-143480, 2021.(SCI)

[33]. Yi Shi*, G. Chen, Y. Wang, L. Zhao and Z. Fan, "Dynamic Phase Demodulation Algorithm for Phase-Sensitive OTDR With Direct Detection," in IEEE Access, vol. 8, pp. 77511-77517, 2020. (SCI)

[34]. Yi Shi*, Y. Wang, L. Wang et al. Multi-event classification for Φ-OTDR distributed optical fiber sensing system using deep learning and support vector machine[J]. Optik. 2020. 221. 165373.(SCI)

[35]. 罗天林, 王砾苑, 施羿*. 基于1D-CNN的Φ-OTDR地埋光纤振动事件分类方法[J]. 光电子激光, 2020.

[36]. Yi Shi*, Y. Wang, L. Zhao and Z. Fan. Discrimination method using higher-order harmonic frequencies for two close perturbations in phase-sensitive optical time domain reflectometry. Optik, 2019, 193, 163045.(SCI)

[37]. Yi Shi*, Y. Wang, L. Zhao, et al. An Event Recognition Method for Φ-OTDR Sensing System Based on Deep Learning[J]. Sensors, 2019, 19(15): 3421.(SCI)

[38]. 施羿*,王原野,赵雷. 基于双谱边际谱的Φ-OTDR临近双振源定位方法[J]. 光通信技术,2019,:1-8.

[39]. Yi Shi, Farhad Ansari*, Yong Kong. Distributed Detection of Microcracks by Differential Narrowing of FWHM in BFS[J]. Optik, 2018.(SCI)

[40]. 施羿, 封皓, 曾周末. Φ-OTDR型分布式全光纤传感器研究进展[J]. 自动化仪表, 2017, 38(7):70-74.

[41]. Yi Shi, Hao Feng*, Zhoumo Zeng. Distributed fiber sensing system with wide frequency response and accurate location[J]. Optics and Lasers in Engineering, 77, 219-224, 2016. (SCI,TOP)

[42]. Yi Shi, Hao Feng*, Yuqiu Huang, Zhoumo Zeng. Correlation dimension locating method for phase-sensitive optical time domain reflectometry[J]. Optical Engineering, 2016, 55(9): 091402-091402.(SCI)

[43]. Yi Shi, Hao Feng*, Zhoumo Zeng. A Long Distance Phase-Sensitive Optical Time Domain Reflectometer with Simple Structure and High Locating Accuracy[J]. Sensors, 15(9), 21957-21970, 2015. (SCI)

[44]. Yi Shi, Hao Feng*, Zhoumo Zeng. Phase-Sensitive Optical Time Domain Reflectometer with Dual-Wavelength Probe Pulse[J]. International Journal of Distributed Sensor Networks, 2015. (SCI)

[45]. Yi Shi, Xuwei Kang, ZiChong Lin, Qiren Yan, Zhixiang Wei and Chuliang Wei*. CycleGAN-Based Data Augmentation for Enhancing Classification Accuracy in Φ-OTDR Systems. in 2024 22st International Conference on Optical Communications and Networks (ICOCN). 2024. (EI国际会议)

[46]. Yi Shi, ZiChong Lin, Jiewei Chen, Xuwei Kang, Qiren Yan,and Chuliang Wei*. Research on Vibration Event Classification in Φ− OTDR Systems Using MFCC Feature Extraction and Improved Swin Transformer. in 2024 22st International Conference on Optical Communications and Networks (ICOCN), Harbin, China, 2024. (EI国际会议)

[47]. Yi Shi, Jiewei Chen, Xuwei Kang and Chuliang Wei*, "An Φ-OTDR event recognition method based on Transformer," in 2023 21st International Conference on Optical Communications and Networks (ICOCN), Qufu, China, 2023.

[48]. Yi Shi, Hao Feng*, Yang An, Xin Feng, and Zhoumo Zeng. . Research on wavelet analysis for pipeline pre-warning system based on phase-sensitive optical time domain reflectometry, In 2014 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM) Paris, France, 2014, pp.1177-1182. （IEEE国际会议, EI）

[49]. L. Zhao, J. Chen, T. Chen, Y. Shi, Z. Fan and Z. Zhuang, "Zero-Voltage and Zero-Current Switching Dual-Transformer-Based Full-Bridge Converter With Current Doubler Rectifier," in IEEE Transactions on Power Electronics, vol. 35, no. 12, pp. 12949-12958, Dec. 2020, doi: 10.1109/TPEL.2020.2997017. (SCI)

[50]. L. Zhao, Z. Luo, Z. Fan and Y. Shi, "A Dual Half-Bridge Converter With Hybrid Rectifier for DC Power Supply in Railway Systems," in IEEE Transactions on Power Electronics, vol. 35, no. 5, pp. 4579-4587, May 2020, doi: 10.1109/TPEL.2019.2946046. (SCI)

[51]. Kong, Y., Liu, Y., Shi, Y., Ansari, F., & Taylor, T. (2018). Research on the ϕ-OTDR fiber sensor sensitive for all of the distance. Optics Communications, 407, 148-152. (SCI)

[52]. Kong Yong, Ding Wei, Li Zhiwei, Zhang Yujing, & Yi Shi . (2019). Double mach–zehnder acoustic emission interferometer for detection of damage in structures. Optics Communications, 459(3), 125076 (SCI)

[53]. Zhou Sha, Hao Feng, Yi Shi, and Zhoumo Zeng, "Phase-sensitive optical time domain reflectometer with ultrafast data processing based on GPU parallel computation," Appl. Opt. 57, 2679-2685, 2018 (SCI).

[54]. Sha, Z., Feng, H., Shi, Y., Zhang, W., & Zeng, Z. (2017). Phase sensitive OTDR with 75km single-end sensing distance based on RP-EDF amplification. IEEE Photonics Technology Letters. (SCI)

[55]. Sha, Z. , Feng, H. , Shi, Y. , & Zeng, Z. . (2019). Polarization Control for Dual Mach-Zehnder Fiber Vibration Sensor Using Simulated Annealing. 2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC). IEEE.(EI国际会议)

[56]. Sha, Z. , Feng, H. , Shi, Y. , & Zeng, Z. . (2017). Intrusion Location with Breaking-the-Pulse-Width-Limit Spatial Resolution and High Robustness based on φ-OTDR and Spatial Frequency Analysis. International Conference on Optical Communication Systems. (EI国际会议)

发明专利：

已授权：

[1]. 施羿,戴尚玮,刘翰放,张文韬,魏楚亮，基于双重数据扩增的光纤振动事件分类方法及存储介质. ZL202211605625(发明专利，已授权)

[2]. 施羿，张颖超，戴尚玮，刘心语，李映焕，魏楚亮. 一种基于零次学习的光纤预警系统未知事件分类方法. ZL202110747347.2 (发明专利，已授权)

[3]. 施羿，戴尚玮，李映焕，张颖超，范衠. 一种基于迁移学习的光纤预警系统事件分类方法. ZL2021105256724. (发明专利，已授权)

[4]. 施羿，王原野，赵雷，范衠. 应力、温度和振动复合检测光纤传感器及信号处理方法，Zl201910382455.7. (发明专利，已授权)

[5]. 施羿，范衠，赵雷. 一种基于多变频OFDR的分布式光纤传感系统及传感方法. ZL201810554954.5. (发明专利，已授权)

[6]. 赵雷， 范衠， 施羿. 一种新型零电压开关全桥直流变换器. ZL201810945826.3. (发明专利，已授权)

[7]. 赵雷，范衠，施羿. 一种基于元器件复用的半桥—全桥组合式直流变换器. ZL201811292961.9. (发明专利，已授权)

[8]. 赵雷，范衠，施羿. 一种混合整流式零电压开关全桥直流变换器. ZL201811292594.2 (发明专利，已授权)

[9]. 徐春莺，吴信捷，梁瑞鑫，魏楚亮，施羿，黄楷彬. 一种基于传感光栅阵列的海底电缆形变监测系统. ZL202210576615.3 (发明专利，已授权)

[10]. 封皓，施羿，曾周末，张宇，靳世久. 基于脉冲编码外调制的分布式光纤振动传感方法及其系统，ZL201410301334.2. (发明专利，已授权)

[11]. 封皓，施羿，孙茜，曾周末，靳世久. 一种光纤预警系统及模式识别方法，ZL201410494088.7. (发明专利，已授权)

[12]. 封皓，施羿，王大伟，曾周末，靳世久.一种复合原理光纤传感系统和传感方法，ZL201510018333.1. (发明专利，已授权)

[13]. 封皓，施羿，沙洲，曾周末，靳世久. 一种复合型光纤传感系统和传感方法，ZL201510593821.5. (发明专利，已授权)

[14]. 封皓，沙洲，施羿，严雪莹，曾周末. 一种基于无源中继放大的远距离相位敏感光时域反射仪，ZL201710312951.6. (发明专利，已授权)

[15]. 施羿，封皓，高潮. 一种压力管道泄漏信号检测实验系统，ZL201620382674.7. (实用新型，已授权)

软件著作权：

[1]. 施羿, 陈杰, 魏楚亮.一种用于地埋分布式光纤传感的多源数据仿真平台V1.0.2026SR0167662

会议报告：

[2]. 第十三届中国光纤传感大会（OFS-China 2025）专题报告，武汉，光学学会，2025.9