Acta Photonica Sinica, Volume. 53, Issue 2, 0206006(2024)
Optical Fibre Bragg Based Sliding-tactile Sensing and Classification Training Method for Material Recognition
[1] CHEN Ningning, FANG Xinqiu, LIANG Minfu et al. Research on hydraulic support attitude monitoring method merging FBG sensing technology and adaboost algorithm[J]. Sustainability, 15, 2239-2239(2023).
[2] IKECHUKWU I P, 黄仕宏, 李雨佳等. 光纤传感用激光光源技术[J]. 光电工程, 45, 5-15(2018).
IKECHUKWU I P, HUANG Shihong, LI Yujia et al. Laser sources for optical fiber sensing[J]. Opto-Electronic Engineering, 45, 170684(2018).
[3] LIU Yang. Structural design and fabrication of wearable piezoresistive flexible tactile sensor for robot hand[D](2020).
[4] CHEN Zhao, SHU Kewei, WANG Caiyun et al. Reduced graphene oxide and polypyrrole/reduced graphene oxide composite coated stretchable fabric electrodes for super capacitor application[J]. Electrochimica Acta, 172, 12-19(2015).
[5] WANG Junbo, GAO Guowei. Research progress in optimization and application of piezoelectric tactile sensors[J]. Micronanoelectronic Technology, 60, 165-174(2023).
[6] PAN Xiaojun, BAO Rongrong, PAN Caofeng. Research progress of flexible tactile sensors applied to wearable electronics[J]. Chemical Journal of Chinese Universities, 42, 2359-2373(2021).
[7] WU Shuaishuai, GAO Guowei, LIU Shuo. Research and application progress of high sensitive flexible electronic skin[J]. Transducer and Microsystem Technologies, 42, 1-5(2023).
[8] XU Huichao, MIAO Xingang, WANG Su. A flexible tactile sensor for robot based on FBG[J]. Robot, 40, 634-639(2018).
[9] PRASAD A, SEBASTIAN S, ASOKAN S. FBG tactile sensor for surface thickness and shape measurement[J]. IEEE Sensors Journal, 21, 10695-10702(2021).
[10] CHEN Jianing. Study on slip detection modeling and surface recognition of flexible tactile sensor array[D](2020).
[11] KATIUSKI P N, ANSELMO F, CARLOS M et al. Machine learning techniques for liquid level estimation using FBG temperature sensor array[J]. Optical Fiber Technology, 65, 102612(2021).
[12] QIAN Muyun, ZHANG Jiaojiao, WEI Xinyuan. Research on material recognition function of fiber Bragg grating flexible tactile sensor[J]. Chinese Journal of Scientific Instrument, 43, 206-212(2022).
[13] PERSSON B N J, SPENCER N D. Sliding friction: physical principles and applications[J]. Physics Today, 52, 66(1998).
[14] YANG Jing, JIN Yanxia, LIU Yabian et al. Research on fabric material recognition method based on improved transformer[J]. Journal of North University of China, 44, 138-145(2023).
[15] LI Tianxing, LI Chuan, MENG Lei. The sensing principle and structure of fiber Bragg grating sensor[J]. Infrared Technology, 32, 392-394(2010).
[16] FENG Yan, WANG Feiwen, ZHANG Hua et al. Slip sensing unit using optical fiber Bragg grating[J]. Acta Photonica Sinica, 48, 0906001(2019).
[17] KERSEY A D, DAVIS M A. Fiber grating sensors[J]. Journal of Lightwave Technology, 15, 1442-1463(1997).
[18] ULA R K, HANTO D. Performance weight sensor using graded index optical fiber on static test with UTM[J]. Journal of Physics: Conference Series, 853, 012016(2017).
[19] SHENG Wenjuan, DANG Haiqi, PENG Gangding. Hysteresis and temperature drift compensation for FBG demodulation by utilizing adaptive weight least square support vector regression[J]. Optics Express, 29, 40547-40558(2021).
[20] ZIEGEL E R. Probability and statistics for engineering and the sciences[J]. Technometrics, 46, 497-498(2004).
[21] BRUNTON N, TOMIHAMA R, HENKIN S. SVM Communications: Increasing awareness of vascular medicine as a specialty[J]. Vascular Medicine, 28, 97-98(2023).
Get Citation
Copy Citation Text
Ruizhi PAN, Yan FENG, Hexiang LIU, Haoxiang WANG, Hongpu ZHANG, Yinxiang ZHANG, Hua ZHANG. Optical Fibre Bragg Based Sliding-tactile Sensing and Classification Training Method for Material Recognition[J]. Acta Photonica Sinica, 2024, 53(2): 0206006
Category: Fiber Optics and Optical Communications
Received: Aug. 1, 2023
Accepted: Sep. 14, 2023
Published Online: Mar. 28, 2024
The Author Email: Yan FENG (confirmfyan@163.com)