메뉴 건너뛰기




Volumn 15, Issue 3, 2015, Pages 6419-6440

Stride segmentation during free walk movements using multi-dimensional subsequence dynamic time warping on inertial sensor data

Author keywords

Accelerometer; Dynamic time warping; Free walk; Gait analysis; Geriatric patients; Gyroscope; Inertial sensors; Movement impairments; Parkinson s disease; Stride segmentation

Indexed keywords

ACCELEROMETERS; GAIT ANALYSIS; GYROSCOPES; PATIENT REHABILITATION; TEMPLATE MATCHING;

EID: 84928689096     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s150306419     Document Type: Article
Times cited : (159)

References (37)
  • 2
    • 78149282306 scopus 로고    scopus 로고
    • 3D gait assessment in young and elderly subjects using foot-worn inertial sensors
    • Mariani, B.; Hoskovec, C.; Rochat, S.; Büla, C.; Penders, J.; Aminian, K. 3D gait assessment in young and elderly subjects using foot-worn inertial sensors. J. Biomech. 2010, 43, 2999–3006.
    • (2010) J. Biomech , vol.43 , pp. 2999-3006
    • Mariani, B.1    Hoskovec, C.2    Rochat, S.3    Büla, C.4    Penders, J.5    Aminian, K.6
  • 4
    • 16344386255 scopus 로고    scopus 로고
    • Automated estimation of initial and terminal contact timing using accelerometers; development and validation in transtibial amputees and controls
    • Selles, R.W.; Formanoy, M.A.G.; Bussmann, J.B.J.; Janssens, P.J.; Stam, H.J. Automated estimation of initial and terminal contact timing using accelerometers; development and validation in transtibial amputees and controls. IEEE Trans. Neural Syst. Rehabil. Eng. 2005, 13, 81–88.
    • (2005) IEEE Trans. Neural Syst. Rehabil. Eng , vol.13 , pp. 81-88
    • Selles, R.W.1    Formanoy, M.2    Bussmann, J.3    Janssens, P.J.4    Stam, H.J.5
  • 6
    • 77956271602 scopus 로고    scopus 로고
    • A simple method for reliable footstep detection on embedded sensor platforms
    • Peterborough, NH
    • Libby, R. A simple method for reliable footstep detection on embedded sensor platforms. Sensors (Peterborough, NH) 2008, 1–16.
    • (2008) Sensors , pp. 1-16
    • Libby, R.1
  • 7
    • 84897444173 scopus 로고    scopus 로고
    • A wearable system for gait training in subjects with parkinson’s disease
    • Casamassima, F.; Ferrari, A.; Milosevic, B.; Ginis, P.; Farella, E.; Rocchi, L. A wearable system for gait training in subjects with parkinson’s disease. Sensors 2014, 14, 6229–6246.
    • (2014) Sensors , vol.14 , pp. 6229-6246
    • Casamassima, F.1    Ferrari, A.2    Milosevic, B.3    Ginis, P.4    Farella, E.5    Rocchi, L.6
  • 9
    • 84884973807 scopus 로고    scopus 로고
    • Measurement of foot placement and its variability with inertial sensors
    • Rebula, J.R.; Ojeda, L.V.; Adamczyk, P.G.; Kuo, A.D. Measurement of foot placement and its variability with inertial sensors. Gait Posture 2013, 38, 974–980.
    • (2013) Gait Posture , vol.38 , pp. 974-980
    • Rebula, J.R.1    Ojeda, L.V.2    Adamczyk, P.G.3    Kuo, A.D.4
  • 11
    • 0036221730 scopus 로고    scopus 로고
    • Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes
    • Aminian, K.; Najafi, B.; Büla, C.; Leyvraz, P.F.; Robert, P. Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes. J. Biomech. 2002, 35, 689–699.
    • (2002) J. Biomech , vol.35 , pp. 689-699
    • Aminian, K.1    Najafi, B.2    Büla, C.3    Leyvraz, P.F.4    Robert, P.5
  • 17
    • 84867143005 scopus 로고    scopus 로고
    • Gait phase detection and discrimination between walking-jogging activities using hidden markov models applied to foot motion data from a gyroscope
    • Mannini, A.; Sabatini, A.M. Gait phase detection and discrimination between walking-jogging activities using hidden markov models applied to foot motion data from a gyroscope. Gait Posture 2012, 36, 657–661.
    • (2012) Gait Posture , vol.36 , pp. 657-661
    • Mannini, A.1    Sabatini, A.M.2
  • 19
    • 85014930522 scopus 로고    scopus 로고
    • A single gyrometer inside an instrumented running shoe allows mobile determination of gait cycle and pronation velocity during outdoor running
    • Brauner, T.; Oriwol, D.; Sterzing, T.; Milani, T.L. A single gyrometer inside an instrumented running shoe allows mobile determination of gait cycle and pronation velocity during outdoor running. Footwear Sci. 2009, 1, 25–26.
    • (2009) Footwear Sci , vol.1 , pp. 25-26
    • Brauner, T.1    Oriwol, D.2    Sterzing, T.3    Milani, T.L.4
  • 20
    • 0019610376 scopus 로고
    • Comparative study of several dynamic time-warping algorithms for connected-word
    • Myers, C.S.; Rabiner, L.F. A comparative study of several dynamic time-warping algorithms for connected-word. Bell Syst. Tech. J. 1981, 60, 1389–1409.
    • (1981) Bell Syst. Tech. J , vol.60 , pp. 1389-1409
    • Myers, C.S.1    Rabiner, L.2
  • 24
    • 14044266347 scopus 로고    scopus 로고
    • Quaternion-based strap-down integration method for applications of inertial sensing to gait analysis
    • Sabatini, A.M. Quaternion-based strap-down integration method for applications of inertial sensing to gait analysis. Med. Biol. Eng. Comput. 2005, 43, 94–101.
    • (2005) Med. Biol. Eng. Comput , vol.43 , pp. 94-101
    • Sabatini, A.M.1
  • 25
    • 84888297340 scopus 로고    scopus 로고
    • Spatio-temporal gait analysis in children with cerebral palsy using, foot-worn inertial sensors
    • Brégou Bourgeois, A.; Mariani, B.; Aminian, K.; Zambelli, P.Y.; Newman, C.J. Spatio-temporal gait analysis in children with cerebral palsy using, foot-worn inertial sensors. Gait Posture 2014, 39, 436–442.
    • (2014) Gait Posture , vol.39 , pp. 436-442
    • Bourgeois, A.B.1    Mariani, B.2    Aminian, K.3    Zambelli, P.Y.4    Newman, C.J.5
  • 28
  • 30
    • 33847757448 scopus 로고    scopus 로고
    • Movement disorder society-sponsored revision of the unified parkinson’s disease rating scale (Mds-updrs): Process, format, and clinimetric testing plan
    • Goetz, C.G.; Fahn, S.; Martinez-Martin, P.; Poewe, W.; Sampaio, C.; Stebbins, G.T.; Stern, M.B.; Tilley, B.C.; Dodel, R.; Dubois, B., et al. Movement disorder society-sponsored revision of the unified parkinson’s disease rating scale (mds-updrs): Process, format, and clinimetric testing plan. Mov. Disord. 2007, 22, 41–47.
    • (2007) Mov. Disord , vol.22 , pp. 41-47
    • Goetz, C.G.1    Fahn, S.2    Martinez-Martin, P.3    Poewe, W.4    Sampaio, C.5    Stebbins, G.T.6    Stern, M.B.7    Tilley, B.C.8    Dodel, R.9    Dubois, B.10
  • 32
    • 79959508380 scopus 로고    scopus 로고
    • Estimation of stride length in level walking using an inertial measurement unit attached to the foot: A validation of the zero velocity assumption during stance
    • Peruzzi, A.; Della Croce, U.; Cereatti, A. Estimation of stride length in level walking using an inertial measurement unit attached to the foot: A validation of the zero velocity assumption during stance. J. Biomech. 2011, 44, 1991–1994.
    • (2011) J. Biomech , vol.44 , pp. 1991-1994
    • Peruzzi, A.1    Della Croce, U.2    Cereatti, A.3
  • 35
    • 84864758525 scopus 로고    scopus 로고
    • Evaluation: From precision, recall and f-measure to roc, informedness, markedness and correlation
    • Powers, D.M. Evaluation: From precision, recall and f-measure to roc, informedness, markedness and correlation. J. Mach. Learn. Technol. 2011, 2, 37–63.
    • (2011) J. Mach. Learn. Technol , vol.2 , pp. 37-63
    • Powers, D.M.1
  • 36
    • 37249029134 scopus 로고    scopus 로고
    • A hidden markov model-based stride segmentation technique applied to equine inertial sensor trunk movement data
    • Pfau, T.; Ferrari, M.; Parsons, K.; Wilson, A. A hidden markov model-based stride segmentation technique applied to equine inertial sensor trunk movement data. J. Biomech. 2008, 41, 216–220.
    • (2008) J. Biomech , vol.41 , pp. 216-220
    • Pfau, T.1    Ferrari, M.2    Parsons, K.3    Wilson, A.4
  • 37
    • 41549146643 scopus 로고    scopus 로고
    • Separating the effects of age and walking speed on gait variability
    • Kang, H.G.; Dingwell, J.B. Separating the effects of age and walking speed on gait variability. Gait Posture 2008, 27, 572–577.
    • (2008) Gait Posture , vol.27 , pp. 572-577
    • Kang, H.G.1    Dingwell, J.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.