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author:

Gao, Yueming (Gao, Yueming.) [1] (Scholars:高跃明) | Jiang, Ziqin (Jiang, Ziqin.) [2] | Ni, Wenshu (Ni, Wenshu.) [3] | Vasic, Zeljka Lucev (Vasic, Zeljka Lucev.) [4] | Cifrek, Mario (Cifrek, Mario.) [5] | Du, Min (Du, Min.) [6] | Vai, Mang I. (Vai, Mang I..) [7] | Pun, Sio Hang (Pun, Sio Hang.) [8]

Indexed by:

CPCI-S EI 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 gait even 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.

Keyword:

event detection the cycle-extremum the updating threshold wireless inertial sensor

Community:

  • [ 1 ] [Gao, Yueming]Fuzhou Univ, Fujian Key Lab Med Instrument & Pharm Technol, Fuzhou, Fujian, Peoples R China
  • [ 2 ] [Jiang, Ziqin]Fuzhou Univ, Fujian Key Lab Med Instrument & Pharm Technol, Fuzhou, Fujian, Peoples R China
  • [ 3 ] [Ni, Wenshu]Fuzhou Univ, Fujian Key Lab Med Instrument & Pharm Technol, Fuzhou, Fujian, Peoples R China
  • [ 4 ] [Du, Min]Fuzhou Univ, Fujian Key Lab Med Instrument & Pharm Technol, Fuzhou, Fujian, Peoples R China
  • [ 5 ] [Gao, Yueming]Fuzhou Univ, Phys & Informat Engn Coll, Fuzhou, Fujian, Peoples R China
  • [ 6 ] [Jiang, Ziqin]Fuzhou Univ, Phys & Informat Engn Coll, Fuzhou, Fujian, Peoples R China
  • [ 7 ] [Ni, Wenshu]Fuzhou Univ, Phys & Informat Engn Coll, Fuzhou, Fujian, Peoples R China
  • [ 8 ] [Du, Min]Fuzhou Univ, Phys & Informat Engn Coll, Fuzhou, Fujian, Peoples R China
  • [ 9 ] [Vai, Mang I.]Fuzhou Univ, Phys & Informat Engn Coll, Fuzhou, Fujian, Peoples R China
  • [ 10 ] [Pun, Sio Hang]Fuzhou Univ, Phys & Informat Engn Coll, Fuzhou, Fujian, Peoples R China
  • [ 11 ] [Vasic, Zeljka Lucev]Univ Zagreb, Fac Elect Engn & Comp, Zagreb, Croatia
  • [ 12 ] [Cifrek, Mario]Univ Zagreb, Fac Elect Engn & Comp, Zagreb, Croatia
  • [ 13 ] [Vai, Mang I.]Univ Macau, State Key Lab Analog & Mixed Signal VLSI, Macau, Peoples R China
  • [ 14 ] [Pun, Sio Hang]Univ Macau, State Key Lab Analog & Mixed Signal VLSI, Macau, Peoples R China
  • [ 15 ] [Vai, Mang I.]Univ Macau, Fac Sci & Technol, Dept Elect & Comp Engn, Macau, Peoples R China

Reprint 's Address:

  • 高跃明

    [Gao, Yueming]Fuzhou Univ, Fujian Key Lab Med Instrument & Pharm Technol, Fuzhou, Fujian, Peoples R China;;[Gao, Yueming]Fuzhou Univ, Phys & Informat Engn Coll, Fuzhou, Fujian, Peoples R China

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Source :

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING 2017 (CMBEBIH 2017)

ISSN: 1680-0737

Year: 2017

Volume: 62

Page: 300-304

Language: English

Cited Count:

WoS CC Cited Count: 8

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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