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author:

Gao, Y. (Gao, Y..) [1] | Jiang, Z. (Jiang, Z..) [2] | Ni, W. (Ni, W..) [3] | Vasic, Z.L. (Vasic, Z.L..) [4] | Cifrek, M. (Cifrek, M..) [5] | Du, M. (Du, M..) [6] | Vai, M.I. (Vai, M.I..) [7] | Pun, S.H. (Pun, S.H..) [8]

Indexed by:

Scopus

Abstract:

Gait event detection has been widely implemented in realtime gait monitoring devices, orthoses and FES system. Certainly, the latency and the accuracy of the gaiteven detection under diversities of gait are crucial. However, due to the high detection accuracy usually comes with high time-delay, it is somewhat hard to find a trade-off between high accuracy and low latency. Therefore, this paper presents a real-time algorithm based on wireless inertial sensor placed on the shank for gait-even detection. It combines the use of the cycle-extremum and the updating threshold method to detected the heel-strike (HS), as the minimum of the flexion/extension angle, the toe-off (TO), as minimum of the angular velocity and the mid-swing (MS), as maximum of the angular velocity. The angle and angular velocity were collected from 2 subjects who imitated the patient that suffered from drop-foot for different degrees to validate the algorithm against the wireless inertial measurement system. The results showed that the proposed method achieved comparable levels of accuracy and significant lower detection delays compared with other published methods. © Springer Nature Singapore Pte Ltd. 2017.

Keyword:

Event detection; The cycle-extremum; The updating threshold; Wireless inertial sensor

Community:

  • [ 1 ] [Gao, Y.]Fujian Key Laboratory of Medical Instrument and Pharmacy Technology, Fuzhou University, Fuzhou, China
  • [ 2 ] [Gao, Y.]Physics and Information Engineering College, Fuzhou University, Fuzhou, China
  • [ 3 ] [Jiang, Z.]Fujian Key Laboratory of Medical Instrument and Pharmacy Technology, Fuzhou University, Fuzhou, China
  • [ 4 ] [Jiang, Z.]Physics and Information Engineering College, Fuzhou University, Fuzhou, China
  • [ 5 ] [Ni, W.]Fujian Key Laboratory of Medical Instrument and Pharmacy Technology, Fuzhou University, Fuzhou, China
  • [ 6 ] [Ni, W.]Physics and Information Engineering College, Fuzhou University, Fuzhou, China
  • [ 7 ] [Vasic, Z.L.]Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia
  • [ 8 ] [Cifrek, M.]Faculty of Electrical Engineering and Computing, University of Zagreb, Zagreb, Croatia
  • [ 9 ] [Du, M.]Fujian Key Laboratory of Medical Instrument and Pharmacy Technology, Fuzhou University, Fuzhou, China
  • [ 10 ] [Du, M.]Physics and Information Engineering College, Fuzhou University, Fuzhou, China
  • [ 11 ] [Vai, M.I.]Physics and Information Engineering College, Fuzhou University, Fuzhou, China
  • [ 12 ] [Vai, M.I.]State Key Laboratory of Analog and Mixed Signal VLSI, University of Macau, Macau, Macau
  • [ 13 ] [Vai, M.I.]Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, Macau
  • [ 14 ] [Pun, S.H.]Physics and Information Engineering College, Fuzhou University, Fuzhou, China
  • [ 15 ] [Pun, S.H.]State Key Laboratory of Analog and Mixed Signal VLSI, University of Macau, Macau, Macau

Reprint 's Address:

  • [Gao, Y.]Fujian Key Laboratory of Medical Instrument and Pharmacy Technology, Fuzhou UniversityChina

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Source :

IFMBE Proceedings

ISSN: 1680-0737

Year: 2017

Volume: 62

Page: 300-304

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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