The Design and Validation of an Open-Palm Data Glove for Precision Finger and Wrist Tracking

被引:0
|
作者
Hosie, Olivia [1 ]
Isaksson, Mats [1 ]
McCormick, John [2 ]
Tirosh, Oren [3 ,4 ,5 ]
Hensman, Chrys [6 ,7 ,8 ,9 ]
机构
[1] Swinburne Univ Technol, Sch Engn, Hawthorn, Vic 3122, Australia
[2] Swinburne Univ Technol, Ctr Transformat Media Technol, Hawthorn, Vic 3122, Australia
[3] RMIT Univ, Sch Hlth & Biomed Sci, Melbourne, Vic 3000, Australia
[4] Swinburne Univ Technol, Sch Hlth Sci, Hawthorn, Vic 3122, Australia
[5] Shanghai Univ Med & Hlth Sci, Coll Rehabil Sci, Shanghai 200237, Peoples R China
[6] Swinburne Univ Technol, Div Robot, Hawthorn, Vic 3122, Australia
[7] Monash Univ, Dept Surg, Clayton, Vic 3800, Australia
[8] Univ Adelaide, Dept Med, Adelaide, SA 5005, Australia
[9] LapSurg Australia, Dandenong North, Vic 3175, Australia
关键词
data glove; inertial measurement unit (IMU); open-palm design; resistive flex sensor (RFS); wearable technology; INSTRUMENTED GLOVE; MOTION CAPTURE; HAND; FLEXION;
D O I
10.3390/s25020367
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Wearable motion capture gloves enable the precise analysis of hand and finger movements for a variety of uses, including robotic surgery, rehabilitation, and most commonly, virtual augmentation. However, many motion capture gloves restrict natural hand movement with a closed-palm design, including fabric over the palm and fingers. In order to alleviate slippage, improve comfort, reduce sizing issues, and eliminate movement restrictions, this paper presents a new low-cost data glove with an innovative open-palm and finger-free design. The new design improves usability and overall functionality by addressing the limitations of traditional closed-palm designs. It is especially beneficial in capturing movements in fields such as physical therapy and robotic surgery. The new glove incorporates resistive flex sensors (RFSs) at each finger and an inertial measurement unit (IMU) at the wrist joint to measure wrist flexion, extension, ulnar and radial deviation, and rotation. Initially the sensors were tested individually for drift, synchronisation delays, and linearity. The results show a drift of 6.60 degrees/h in the IMU and no drift in the RFSs. There was a 0.06 s delay in the data captured by the IMU compared to the RFSs. The glove's performance was tested with a collaborate robot testing setup. In static conditions, it was found that the IMU had a worst case error across three trials of 7.01 degrees and a mean absolute error (MAE) averaged over three trials of 4.85 degrees, while RFSs had a worst case error of 3.77 degrees and a MAE of 1.25 degrees averaged over all five RFSs used. There was no clear correlation between measurement error and speed. Overall, the new glove design proved to accurately measure joint angles.
引用
收藏
页数:18
相关论文
共 14 条
  • [1] Design and Testing of a Soft Rehabilitation Glove Integrating Finger and Wrist Function
    Wang, Jiangbei
    Liu, Zhaoyu
    Fei, Yanqiong
    JOURNAL OF MECHANISMS AND ROBOTICS-TRANSACTIONS OF THE ASME, 2019, 11 (01):
  • [2] Design of a high precision Data glove based on inertial sensors
    Zaldivar-Colado, Ulises
    Augusto Campos-Leal, Juan
    Garbaya, Samir
    Zaldivar-Colado, Xiomara P.
    Blazevic, Pierre
    2018 XX CONGRESO MEXICANO DE ROBOTICA (COMROB), 2018,
  • [3] Tracking open access journals evolution: Some considerations in open access data collection validation
    Sotudeh, Hajar
    Horri, Abbas
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2007, 58 (11): : 1578 - 1585
  • [4] DESIGN AND VALIDATION OF A PRECISION ORIFICE METER FOR VENTILATION RATE CONTROL IN OPEN-CIRCUIT RESPIRATION CHAMBERS
    Ramirez, B. C.
    Maia, G. D. N.
    Green, A. R.
    Shike, D. W.
    Rodriguez, L. F.
    Gates, R. S.
    TRANSACTIONS OF THE ASABE, 2014, 57 (06) : 1865 - 1872
  • [5] Design and validation of an open-source library of dynamic reference frames for research and education in optical tracking
    Brown, Alisa
    Uneri, Ali
    De Silva, Tharindu
    Manbachi, Amir
    Siewerdsen, Jeffrey H.
    JOURNAL OF MEDICAL IMAGING, 2018, 5 (02)
  • [6] Kinematic Synthesis and Analysis of a Watt II SixBar Linkage for the Design and Validation of an Open Loop Solar Tracking Mechanism
    Del Rosario, Aaron Jules R.
    Ubando, Aristotle T.
    Culaba, Alvin B.
    2019 IEEE 11TH INTERNATIONAL CONFERENCE ON HUMANOID, NANOTECHNOLOGY, INFORMATION TECHNOLOGY, COMMUNICATION AND CONTROL, ENVIRONMENT, AND MANAGEMENT (HNICEM), 2019,
  • [7] Technical Note: Design and validation of an open-source library of dynamic reference frames for research and education in optical tracking
    Brown, A.
    Uneri, A.
    De Silva, T.
    Manbachi, A.
    Siewerdsen, J. H.
    MEDICAL IMAGING 2018: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING, 2018, 10576
  • [8] A First Methodological Development and Validation of ReTap: An Open-Source UPDRS Finger Tapping Assessment Tool Based on Accelerometer-Data
    Habets, Jeroen G. V.
    Spooner, Rachel K.
    Mathiopoulou, Varvara
    Feldmann, Lucia K.
    Busch, Johannes L.
    Roediger, Jan
    Bahners, Bahne H.
    Schnitzler, Alfons
    Florin, Esther
    Kuehn, Andrea A.
    SENSORS, 2023, 23 (11)
  • [9] From Space to Field: Combining Satellite, UAV and Agronomic Data in an Open-Source Methodology for the Validation of NDVI Maps in Precision Viticulture
    Govi, David
    Pappalardo, Salvatore Eugenio
    De Marchi, Massimo
    Meggio, Franco
    REMOTE SENSING, 2024, 16 (05)
  • [10] Design of an improved model for finger millet leaf disease detection with raspberry Pi using multimodal data acquisition and precision-aware CNN
    Tiwari, Shailendra
    Gehlot, Anita
    Singh, Rajesh
    Twala, Bhekisipho
    Priyadarshi, Neeraj
    RESULTS IN ENGINEERING, 2025, 25