An IMU-Based Real-Time Measuring System for Acetabular Prosthesis Implant Angles in THR Surgeries

被引:4
|
作者
Chen, Hong [1 ]
Yang, Zhecheng [1 ]
Zhang, Jilin [1 ]
Liu, Jie [2 ]
Tang, Hao [3 ]
Zhou, Yixin [3 ]
Zhu, Binjie [4 ]
Wang, Zhihua [1 ]
机构
[1] Tsinghua Univ, Sch Informat Sci & Technol, Tsinghua Natl Lab, Sch Integrated Circuits, Beijing 100084, Peoples R China
[2] Cornell Univ, Dept Elect & Comp Engn, Ithaca, NY 14853 USA
[3] Jishuitan Hosp, Beijing 100035, Peoples R China
[4] Yiemed Co, Beijing 100085, Peoples R China
基金
中国国家自然科学基金;
关键词
Prosthetics; Real-time systems; Pelvis; Implants; Magnetic field measurement; Sensor phenomena and characterization; Licenses; Total hip replacement (THR); inertial measurement unit (IMU); real-time measurement; acetabular prosthesis implant angles; TOTAL HIP-ARTHROPLASTY; ORIENTATION ESTIMATION; KALMAN FILTER; DISLOCATION; VALIDATION;
D O I
10.1109/JSEN.2021.3091583
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
With the aging of population, the number of total hip replacement (THR) surgeries increases year by year. To improve the success rate of THR operation, the measurement of acetabular prosthesis angles should be precise during the surgery. We design an inertial measurement unit based real-time measurement system, which measures the initial attitude of the pelvis coordinate, and traces the real-time attitude of the pelvis coordinate and prosthesis axis. By collecting real-time data of diff- erent pelvic and prosthesis attitudes in quaternion representation through accelerometers and gyroscopes, the relative position between pelvis and prosthesis is calculated in real time. An optimized algorithm is proposed to obtain prosthesis implant angles accurately from the data. The experimental results show that the measured implant angles agree with that calculated by radiographic value, the root mean square errors (RMSE) are less than 3.52 degrees, which is within the safe range of THR requirement. Furthermore, no matter how the implant angles change, the measured values agree with reference values, the RMSE is less than 3.27 degrees. The experimental results show that our system can trace the real-time dislocation of the prosthesis during the THR surgeries.
引用
收藏
页码:19407 / 19415
页数:9
相关论文
共 50 条
  • [1] Live Demonstration: A Real-time Measurement System for Pose of Anterior Pelvic Plane and Implantation Angles of Prosthesis in THR Surgeries
    Cao, Zhe
    Chen, Hong
    Su, Shaojie
    Wang, Zhihua
    [J]. 2017 IEEE BIOMEDICAL CIRCUITS AND SYSTEMS CONFERENCE (BIOCAS), 2017,
  • [2] IMU-based Real-Time Pose Measurement System for Anterior Pelvic Plane in Total Hip Replacement Surgeries
    Cao, Zhe
    Su, Shaojie
    Tang, Hao
    Zhou, Yixin
    Wang, Zhihua
    Chen, Hong
    [J]. 2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, : 1360 - 1363
  • [3] Development of a real-time IMU-based motion capture system for gait rehabilitation
    Kong, W.
    Sessa, S.
    Cosentino, S.
    Zecca, M.
    Saito, K.
    Wang, C.
    Imtiaz, U.
    Lin, Z.
    Bartolomeo, L.
    Ishii, H.
    Ikai, T.
    Takanishi, A.
    [J]. 2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 2100 - 2105
  • [4] SPoMo: IMU-based Real-time Sitting Posture Monitoring
    Petropoulos, Anastasios
    Sikeridis, Dimitrios
    Antonakopoulos, Theodore
    [J]. 2017 IEEE 7TH INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - BERLIN (ICCE-BERLIN), 2017, : 5 - 9
  • [5] Real-time IMU-Based Learning: a Classification of Contact Materials
    Valle, Carlos Magno C. O.
    Kurdas, Alexander
    Fortunic, Edmundo Pozo
    Abdolshah, Saeed
    Haddadin, Sami
    [J]. 2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2022, : 1965 - 1971
  • [6] Wearable IMU-Based System for Real-Time Monitoring of Lower-Limb Joints
    Majumder, Sumit
    Deen, M. Jamal
    [J]. IEEE SENSORS JOURNAL, 2021, 21 (06) : 8267 - 8275
  • [7] Real-Time and Embedded Detection of Hand Gestures with an IMU-Based Glove
    Mummadi, Chaithanya Kumar
    Leo, Frederic Philips Peter
    Verma, Keshav Deep
    Kasireddy, Shivaji
    Scholl, Philipp M.
    Kempfle, Jochen
    Van Laerhoven, Kristof
    [J]. INFORMATICS-BASEL, 2018, 5 (02):
  • [8] IMU-Based Real-Time Jump Height Estimation with DSP and Chip Implementation
    Liu, Hui-Ching
    Chen, Wei-Han
    Wen, Kuei-Ann
    Shiang, Tzyy-Yuang
    [J]. 2021 INTERNATIONAL CONFERENCE ON IC DESIGN AND TECHNOLOGY (ICICDT), 2021,
  • [9] Wearable IMU-based real-time motion warning system for construction workers' musculoskeletal disorders prevention
    Yan, Xuzhong
    Li, Heng
    Li, Angus R.
    Zhang, Hong
    [J]. AUTOMATION IN CONSTRUCTION, 2017, 74 : 2 - 11
  • [10] Pedalvatar: An IMU-Based Real-Time Body Motion Capture System Using Foot Rooted Kinematic Model
    Zheng, Yang
    Chan, Ka-Chun
    Wang, Charlie C. L.
    [J]. 2014 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2014), 2014, : 4130 - 4135