메뉴 건너뛰기




Volumn 15, Issue 11, 2015, Pages 6640-6649

An on-node processing approach for anomaly detection in gait

Author keywords

Activity monitoring; Anomaly detection; Fall risk assessment; Gait analysis; Wearable sensors

Indexed keywords

ACCELEROMETERS; GAIT ANALYSIS; PHYSIOLOGICAL MODELS; RISK ASSESSMENT; WEARABLE SENSORS;

EID: 84946106950     PISSN: 1530437X     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSEN.2015.2464774     Document Type: Article
Times cited : (63)

References (40)
  • 1
    • 0031866440 scopus 로고    scopus 로고
    • Motor slowing precedes cognitive impairment in the oldest old
    • R. Camicioli, D. Howieson, B. Oken, G. Sexton, and J. Kaye, "Motor slowing precedes cognitive impairment in the oldest old", Neurology, vol. 50, no. 5, pp. 1496-1498, 1998.
    • (1998) Neurology , vol.50 , Issue.5 , pp. 1496-1498
    • Camicioli, R.1    Howieson, D.2    Oken, B.3    Sexton, G.4    Kaye, J.5
  • 3
    • 77955452305 scopus 로고    scopus 로고
    • The trajectory of gait speed preceding mild cognitive impairment
    • T. Buracchio, H. H. Dodge, D. Howieson, D. Wasserman, and J. Kaye, "The trajectory of gait speed preceding mild cognitive impairment", Arch. Neurol., vol. 67, no. 8, pp. 980-986, 2010.
    • (2010) Arch. Neurol. , vol.67 , Issue.8 , pp. 980-986
    • Buracchio, T.1    Dodge, H.H.2    Howieson, D.3    Wasserman, D.4    Kaye, J.5
  • 4
  • 5
    • 0029737646 scopus 로고    scopus 로고
    • The modified gait abnormality rating scale for recognizing the risk of recurrent falls in community-dwelling elderly adults
    • J. M. VanSwearingen, K. A. Paschal, P. Bonino, and J.-F. Yang, "The modified gait abnormality rating scale for recognizing the risk of recurrent falls in community-dwelling elderly adults", Phys. Therapy, vol. 76, no. 9, pp. 994-1002, 1996.
    • (1996) Phys. Therapy , vol.76 , Issue.9 , pp. 994-1002
    • VanSwearingen, J.M.1    Paschal, K.A.2    Bonino, P.3    Yang, J.-F.4
  • 6
    • 0034880078 scopus 로고    scopus 로고
    • Gait variability and fall risk in community-living older adults: A 1-year prospective study
    • J. M. Hausdorff, D. A. Rios, and H. K. Edelberg, "Gait variability and fall risk in community-living older adults: A 1-year prospective study", Arch. Phys. Med. Rehabil., vol. 82, no. 8, pp. 1050-1056, 2001.
    • (2001) Arch. Phys. Med. Rehabil. , vol.82 , Issue.8 , pp. 1050-1056
    • Hausdorff, J.M.1    Rios, D.A.2    Edelberg, H.K.3
  • 7
    • 40149103814 scopus 로고    scopus 로고
    • Assessment of fall-risk by means of a neural network based on parameters assessed by a wearable device during posturography
    • D. Giansanti, G. Maccioni, S. Cesinaro, F. Benvenuti, and V. Macellari, "Assessment of fall-risk by means of a neural network based on parameters assessed by a wearable device during posturography", Med. Eng. Phys., vol. 30, no. 3, pp. 367-372, 2008.
    • (2008) Med. Eng. Phys. , vol.30 , Issue.3 , pp. 367-372
    • Giansanti, D.1    Maccioni, G.2    Cesinaro, S.3    Benvenuti, F.4    Macellari, V.5
  • 8
    • 84861988499 scopus 로고    scopus 로고
    • Validity of a smartphonebased instrumented timed up and go
    • S. Mellone, C. Tacconi, and L. Chiari, "Validity of a smartphonebased instrumented timed up and go", Gait Posture, vol. 36, no. 1, pp. 163-165, 2012.
    • (2012) Gait Posture , vol.36 , Issue.1 , pp. 163-165
    • Mellone, S.1    Tacconi, C.2    Chiari, L.3
  • 9
    • 84862898734 scopus 로고    scopus 로고
    • Accelerometry-based gait analysis, an additional objective approach to screen subjects at risk for falling
    • R. Senden, H. H. Savelberg, B. Grimm, I. C. Heyligers, and K. Meijer, "Accelerometry-based gait analysis, an additional objective approach to screen subjects at risk for falling", Gait Posture, vol. 36, no. 2, pp. 296-300, 2012.
    • (2012) Gait Posture , vol.36 , Issue.2 , pp. 296-300
    • Senden, R.1    Savelberg, H.H.2    Grimm, B.3    Heyligers, I.C.4    Meijer, K.5
  • 10
    • 84897113711 scopus 로고    scopus 로고
    • Early identification of declining balance in higher functioning older adults, an inertial sensor based method
    • K. J. Sheehan, B. R. Greene, C. Cunningham, L. Crosby, and R. A. Kenny, "Early identification of declining balance in higher functioning older adults, an inertial sensor based method", Gait Posture, vol. 39, no. 4, pp. 1034-1039, 2014.
    • (2014) Gait Posture , vol.39 , Issue.4 , pp. 1034-1039
    • Sheehan, K.J.1    Greene, B.R.2    Cunningham, C.3    Crosby, L.4    Kenny, R.A.5
  • 11
    • 84884585691 scopus 로고    scopus 로고
    • Unobtrusive, continuous, in-home gait measurement using the Microsoft Kinect
    • Oct.
    • E. E. Stone and M. Skubic, "Unobtrusive, continuous, in-home gait measurement using the Microsoft Kinect", IEEE Trans. Biomed. Eng., vol. 60, no. 10, pp. 2925-2932, Oct. 2013.
    • (2013) IEEE Trans. Biomed. Eng. , vol.60 , Issue.10 , pp. 2925-2932
    • Stone, E.E.1    Skubic, M.2
  • 12
    • 0042428994 scopus 로고    scopus 로고
    • Automatic gait recognition based on statistical shape analysis
    • Sep.
    • L. Wang, T. Tan, W. Hu, and H. Ning, "Automatic gait recognition based on statistical shape analysis", IEEE Trans. Image Process., vol. 12, no. 9, pp. 1120-1131, Sep. 2003.
    • (2003) IEEE Trans. Image Process. , vol.12 , Issue.9 , pp. 1120-1131
    • Wang, L.1    Tan, T.2    Hu, W.3    Ning, H.4
  • 13
    • 77950196333 scopus 로고    scopus 로고
    • Unobtrusive and ubiquitous in-home monitoring: A methodology for continuous assessment of gait velocity in elders
    • Apr.
    • S. Hagler, D. Austin, T. L. Hayes, J. Kaye, and M. Pavel, "Unobtrusive and ubiquitous in-home monitoring: A methodology for continuous assessment of gait velocity in elders", IEEE Trans. Biomed. Eng., vol. 57, no. 4, pp. 813-820, Apr. 2010.
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.4 , pp. 813-820
    • Hagler, S.1    Austin, D.2    Hayes, T.L.3    Kaye, J.4    Pavel, M.5
  • 14
    • 28244437279 scopus 로고    scopus 로고
    • Accelerometers in rehabilitation medicine for older adults
    • K. M. Culhane, M. O'Connor, D. Lyons, and G. M. Lyons, "Accelerometers in rehabilitation medicine for older adults", Age Ageing, vol. 34, no. 6, pp. 556-560, 2005.
    • (2005) Age Ageing , vol.34 , Issue.6 , pp. 556-560
    • Culhane, K.M.1    O'Connor, M.2    Lyons, D.3    Lyons, G.M.4
  • 15
    • 2342539792 scopus 로고    scopus 로고
    • Accelerometry: Providing an integrated, practical method for long-term, ambulatory monitoring of human movement
    • M. J. Mathie, A. C. F. Coster, N. H. Lovell, and B. G. Celler, "Accelerometry: Providing an integrated, practical method for long-term, ambulatory monitoring of human movement", Physiol. Meas., vol. 25, no. 2, pp. R1-R20, 2004.
    • (2004) Physiol. Meas. , vol.25 , Issue.2 , pp. R1-R20
    • Mathie, M.J.1    Coster, A.C.F.2    Lovell, N.H.3    Celler, B.G.4
  • 16
    • 0036221730 scopus 로고    scopus 로고
    • Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes
    • K. Aminian, B. Najafi, C. Büla, P.-F. Leyvraz, and P. Robert, "Spatio-temporal parameters of gait measured by an ambulatory system using miniature gyroscopes", J. Biomech., vol. 35, no. 5, pp. 689-699, 2002.
    • (2002) J. Biomech. , vol.35 , Issue.5 , pp. 689-699
    • Aminian, K.1    Najafi, B.2    Büla, C.3    Leyvraz, P.-F.4    Robert, P.5
  • 17
    • 0032998285 scopus 로고    scopus 로고
    • A practical gait analysis system using gyroscopes
    • K. Tong and M. H. Granat, "A practical gait analysis system using gyroscopes", Med. Eng. Phys., vol. 21, no. 2, pp. 87-94, 1999.
    • (1999) Med. Eng. Phys. , vol.21 , Issue.2 , pp. 87-94
    • Tong, K.1    Granat, M.H.2
  • 18
    • 0344084396 scopus 로고    scopus 로고
    • Assessment of spatio-temporal gait parameters from trunk accelerations during human walking
    • W. Zijlstra and A. L. Hof, "Assessment of spatio-temporal gait parameters from trunk accelerations during human walking", Gait Posture, vol. 18, no. 2, pp. 1-10, 2003.
    • (2003) Gait Posture , vol.18 , Issue.2 , pp. 1-10
    • Zijlstra, W.1    Hof, A.L.2
  • 19
    • 84919754108 scopus 로고    scopus 로고
    • Wearable sensors for human activity monitoring: A review
    • Mar.
    • S. C. Mukhopadhyay, "Wearable sensors for human activity monitoring: A review", IEEE Sensors J., vol. 15, no. 3, pp. 1321-1330, Mar. 2015.
    • (2015) IEEE Sensors J. , vol.15 , Issue.3 , pp. 1321-1330
    • Mukhopadhyay, S.C.1
  • 20
    • 84856846340 scopus 로고    scopus 로고
    • Sensorsbased wearable systems for monitoring of human movement and falls
    • Mar.
    • T. Shany, S. J. Redmond, M. R. Narayanan, and N. H. Lovell, "Sensorsbased wearable systems for monitoring of human movement and falls", IEEE Sensors J., vol. 12, no. 3, pp. 658-670, Mar. 2012.
    • (2012) IEEE Sensors J. , vol.12 , Issue.3 , pp. 658-670
    • Shany, T.1    Redmond, S.J.2    Narayanan, M.R.3    Lovell, N.H.4
  • 21
    • 78651420068 scopus 로고    scopus 로고
    • Feature extraction and selection for objective gait analysis and fall risk assessment by accelerometry
    • B. Caby, S. Kieffer, M. de Saint Hubert, G. Cremer, and B. Macq, "Feature extraction and selection for objective gait analysis and fall risk assessment by accelerometry", BioMed. Eng. OnLine, vol. 10, no. 1, p. 1, 2011.
    • (2011) BioMed. Eng. OnLine , vol.10 , Issue.1 , pp. 1
    • Caby, B.1    Kieffer, S.2    De Saint Hubert, M.3    Cremer, G.4    Macq, B.5
  • 23
    • 84870294979 scopus 로고    scopus 로고
    • Analysis of gait and balance through a single triaxial accelerometer in presymptomatic and symptomatic Huntington's disease
    • A. Dalton, H. Khalil, M. Busse, A. Rosser, R. van Deursen, and G. Ólaighin, "Analysis of gait and balance through a single triaxial accelerometer in presymptomatic and symptomatic Huntington's disease", Gait Posture, vol. 37, no. 1, pp. 49-54, 2013.
    • (2013) Gait Posture , vol.37 , Issue.1 , pp. 49-54
    • Dalton, A.1    Khalil, H.2    Busse, M.3    Rosser, A.4    Van Deursen, R.5    Ólaighin, G.6
  • 24
    • 79960841982 scopus 로고    scopus 로고
    • Sensor-based fall risk assessment-An expert 'to go
    • M. Marschollek et al., "Sensor-based fall risk assessment-An expert 'to go, "' Methods Inf. Med., vol. 50, no. 5, pp. 420-426, 2011.
    • (2011) Methods Inf. Med. , vol.50 , Issue.5 , pp. 420-426
    • Marschollek, M.1
  • 25
    • 84881174692 scopus 로고    scopus 로고
    • Review of fall risk assessment in geriatric populations using inertial sensors
    • J. Howcroft, J. Kofman, and E. D. Lemaire, "Review of fall risk assessment in geriatric populations using inertial sensors", J. NeuroEng. Rehabil., vol. 10, no. 1, p. 91, 2013.
    • (2013) J. NeuroEng. Rehabil. , vol.10 , Issue.1 , pp. 91
    • Howcroft, J.1    Kofman, J.2    Lemaire, E.D.3
  • 26
    • 65349179049 scopus 로고    scopus 로고
    • Toward the design of a wearable system for fall-risk detection in telerehabilitation
    • D. Giansanti, S. Morelli, G. Maccioni, and G. Costantini, "Toward the design of a wearable system for fall-risk detection in telerehabilitation", Telemed. e-Health, vol. 15, no. 3, pp. 296-299, 2009.
    • (2009) Telemed. E-Health , vol.15 , Issue.3 , pp. 296-299
    • Giansanti, D.1    Morelli, S.2    Maccioni, G.3    Costantini, G.4
  • 30
    • 84926648628 scopus 로고    scopus 로고
    • Improving the performance of fall detection systems through walk recognition
    • G. Cola, A. Vecchio, and M. Avvenuti, "Improving the performance of fall detection systems through walk recognition", J. Ambient Intell. Humanized Comput., vol. 5, no. 6, pp. 843-855, 2014.
    • (2014) J. Ambient Intell. Humanized Comput. , vol.5 , Issue.6 , pp. 843-855
    • Cola, G.1    Vecchio, A.2    Avvenuti, M.3
  • 31
    • 72049127627 scopus 로고    scopus 로고
    • Using gravity to estimate accelerometer orientation
    • Oct.
    • D. Mizell, "Using gravity to estimate accelerometer orientation", in Proc. IEEE Int. Symp. Wearable Comput., Oct. 2003, pp. 252-253.
    • (2003) Proc. IEEE Int. Symp. Wearable Comput. , pp. 252-253
    • Mizell, D.1
  • 32
    • 84923739550 scopus 로고    scopus 로고
    • A feature selection-based framework for human activity recognition using wearable multimodal sensors
    • Brussels, Belgium
    • M. Zhang and A. A. Sawchuk, "A feature selection-based framework for human activity recognition using wearable multimodal sensors", in Proc. 6th Int. Conf. Body Area Netw. (BodyNets), Brussels, Belgium, 2011, pp. 92-98.
    • (2011) Proc. 6th Int. Conf. Body Area Netw. (BodyNets) , pp. 92-98
    • Zhang, M.1    Sawchuk, A.A.2
  • 35


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.