A Method for Rapid Self-Calibration of Wearable Soft Strain Sensors

被引:15
作者
Feng, Yaqing [1 ]
Chen, Xiangyu [2 ]
Wu, Qingxun [3 ]
Cao, Guofeng [4 ]
McCoul, David [5 ]
Huang, Bo [1 ]
Zhao, Jianwen [1 ]
机构
[1] Harbin Inst Technol, Dept Mech Engn, Weihai 264209, Peoples R China
[2] Weihai Municipal Hosp, Weihai 264299, Peoples R China
[3] Beijing Inst Mech Equipment, Beijing 100854, Peoples R China
[4] Heilongjiang Coll Business & Technol, Harbin 150025, Peoples R China
[5] Univ Calif Los Angeles, Dept Mat Sci & Engn, Los Angeles, CA 90095 USA
关键词
Sensors; Strain; Wearable sensors; Calibration; Capacitive sensors; Optical sensors; Joints; Motion measurement; redundant sensor; self-calibration; sensor misalignment; soft sensor; wearable sensor;
D O I
10.1109/JSEN.2021.3095875
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Compared to rigid sensors, soft stain sensors are more suitable for measuring human joint motion because soft sensors are more comfortable to wear. In order to perform more precise measurements, the soft stain sensor should be re-calibrated before performing each measurement in order to eliminate error from donning and doffing. Current calibration methods are often performed by optical motion capture systems (OMCSs). However OMCSs are large and cumbersome, and there is no directly applicable calibration method for soft stain sensors in the measurement of human joint motion. Calibration should be able to be performed quickly and without the need of large equipment such as OMCSs. This paper proposes a calibration method for wearable soft strain sensors that can be done quickly and automatically. The soft sensor structure for self-calibration is parallel and partitioned, and there are integrated primary and redundant sensors. The basic idea of this method is to use redundant sensors to re-calibrate the primary sensor, and only a simple calibration action is required for the self-calibration. After self-calibration, the average errors of measurement were all less than 5 degrees, and the relative errors were all less than 4% for sensor and clothing donned and doffed and long-term sensor migration while wearing. Self-calibration can be performed in only 10 seconds. The results presented that the proposed calibration method is feasible for engineering applications.
引用
收藏
页码:20943 / 20950
页数:8
相关论文
共 50 条
  • [1] Digital self-calibration method for MEMS sensors
    Colinet, E
    Juillard, J
    Nicu, L
    Bergaud, C
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2005, 54 (04) : 1438 - 1443
  • [2] A method of self-calibration for integrated capacitive sensors
    Johnson, PM
    Thiel, DV
    James, D
    Cornelius, M
    SMART STRUCTURES, DEVICES, AND SYSTEMS II, PT 1 AND 2, 2005, 5649 : 486 - 491
  • [3] Toward Soft Wearable Strain Sensors for Muscle Activity Monitoring
    Alvarez, Jonathan T.
    Gerez, Lucas F.
    Araromi, Oluwaseun A.
    Hunter, Jessica G.
    Choe, Dabin K.
    Payne, Christopher J.
    Wood, Robert J.
    Walsh, Conor J.
    IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 30 : 2198 - 2206
  • [4] Novel Self-Calibration Method for IMU Using Distributed Inertial Sensors
    Guner, Ufuk
    Dasdemir, Janset
    IEEE SENSORS JOURNAL, 2023, 23 (02) : 1527 - 1540
  • [5] Self-Calibration Method of Sensors Array Errors Based on Rotation Measurement
    Wang, Ke
    Cheng, Feng
    Yi, Jianxin
    Wan, Xianrong
    IEEE SENSORS JOURNAL, 2023, 23 (03) : 2311 - 2319
  • [6] Self-Calibration for Star Sensors
    Fu, Jingneng
    Lin, Ling
    Li, Qiang
    SENSORS, 2024, 24 (11)
  • [7] A Self-Calibration Method of Microbolometer With Vacuum Package
    Liu, Chao
    Fu, Jianyu
    Hou, Ying
    Zhou, Qiong
    Chen, Dapeng
    IEEE SENSORS JOURNAL, 2020, 20 (15) : 8570 - 8575
  • [8] Research on rapid self-calibration method for inertial platform
    Cao Y.
    Zhang S.-F.
    Yang H.-B.
    Cai H.
    Yuhang Xuebao/Journal of Astronautics, 2011, 32 (06): : 1281 - 1287
  • [9] Analysis and Self-Calibration Method for Asynchrony between Sensors in Rotation INS
    Sui, Jie
    Wang, Lei
    Huang, Tao
    Zhou, Qi
    SENSORS, 2018, 18 (09)
  • [10] Correlator self-calibration method
    MontesUsategui, M
    Monroe, SE
    Juday, RD
    OPTICAL PATTERN RECOGNITION VII, 1996, 2752 : 132 - 143