메뉴 건너뛰기




Volumn 4, Issue , 2016, Pages 8442-8453

A wearable inertial measurement system with complementary filter for gait analysis of patients with stroke or Parkinson's disease

Author keywords

complementary filter; gait analysis; Inertial sensing; Parkinson's disease; sensor fusion; stroke

Indexed keywords

ANGULAR VELOCITY; BANDPASS FILTERS; DIAGNOSIS; GAIT ANALYSIS; MOTION ESTIMATION; NEURODEGENERATIVE DISEASES; SIGNAL PROCESSING; WEARABLE COMPUTERS; WEARABLE SENSORS; WEARABLE TECHNOLOGY;

EID: 85009164625     PISSN: None     EISSN: 21693536     Source Type: Journal    
DOI: 10.1109/ACCESS.2016.2633304     Document Type: Article
Times cited : (102)

References (36)
  • 2
    • 84879174782 scopus 로고    scopus 로고
    • Variations in kinematics during clinical gait analysis in stroke patients
    • J. Boudarham, N. Roche, D. Pradon, C. Bonnyaud, D. Bensmail, and R. Zory, "Variations in kinematics during clinical gait analysis in stroke patients," PLoS ONE, vol. 8, no. 6, pp. 1-9, 2013.
    • (2013) PLoS ONE , vol.8 , Issue.6 , pp. 1-9
    • Boudarham, J.1    Roche, N.2    Pradon, D.3    Bonnyaud, C.4    Bensmail, D.5    Zory, R.6
  • 3
    • 84928689096 scopus 로고    scopus 로고
    • Stride segmentation during free walk movements using multi-dimensional subsequence dynamic time warping on inertial sensor data
    • J. Barth et al., "Stride segmentation during free walk movements using multi-dimensional subsequence dynamic time warping on inertial sensor data," Sensors, vol. 15, no. 3, pp. 6419-6440, 2015.
    • (2015) Sensors , vol.15 , Issue.3 , pp. 6419-6440
    • Barth, J.1
  • 5
    • 21644444008 scopus 로고    scopus 로고
    • Gait differences between individuals with post-stroke hemiparesis and non-disabled con-trols at matched speeds
    • G. Chen, C. Patten, D. H. Kothari, and F. E. Zajac, "Gait differences between individuals with post-stroke hemiparesis and non-disabled con-trols at matched speeds," Gait Posture, vol. 22, no. 1, pp. 51-56, 2005.
    • (2005) Gait Posture , vol.22 , Issue.1 , pp. 51-56
    • Chen, G.1    Patten, C.2    Kothari, D.H.3    Zajac, F.E.4
  • 6
    • 33846572874 scopus 로고    scopus 로고
    • Projected number of people with Parkinson disease in the most populous nations, 2005 through 2030
    • E. R. Dorsey et al., "Projected number of people with Parkinson disease in the most populous nations, 2005 through 2030," Neurology, vol. 68, no. 5, pp. 384-386, 2007.
    • (2007) Neurology , vol.68 , Issue.5 , pp. 384-386
    • Dorsey, E.R.1
  • 7
    • 84959183166 scopus 로고    scopus 로고
    • Contribution of a trunk accelerometer sys-tem to the characterization of gait in patients with mild-to-moderate Parkinson's disease
    • Nov
    • M. Demonceau et al., "Contribution of a trunk accelerometer sys-tem to the characterization of gait in patients with mild-to-moderate Parkinson's disease," IEEE J. Biomed. Health Informat., vol. 19, no. 6, pp. 1803-1808, Nov. 2015.
    • (2015) IEEE J. Biomed. Health Informat. , vol.19 , Issue.6 , pp. 1803-1808
    • Demonceau, M.1
  • 8
    • 84969821587 scopus 로고    scopus 로고
    • Validation of an accelerometer to quantify a comprehensive battery of gait characteristics in healthy older adults and Parkinson's disease: Toward clinical and at home use
    • May
    • S. D. Din, A. Godfrey, and L. Rochester, "Validation of an accelerometer to quantify a comprehensive battery of gait characteristics in healthy older adults and Parkinson's disease: Toward clinical and at home use," IEEE J. Biomed. Health Informat., vol. 20, no. 3, pp. 838-847, May 2016.
    • (2016) IEEE J. Biomed. Health Informat. , vol.20 , Issue.3 , pp. 838-847
    • Din, S.D.1    Godfrey, A.2    Rochester, L.3
  • 9
    • 84951309783 scopus 로고    scopus 로고
    • A validated smartphone-based assessment of gait and gait variability in Parkinson's disease
    • R. J. Ellis et al., "A validated smartphone-based assessment of gait and gait variability in Parkinson's disease," PLoS ONE, vol. 10, no. 10, pp. 1-22, 2015.
    • (2015) PLoS ONE , vol.10 , Issue.10 , pp. 1-22
    • Ellis, R.J.1
  • 10
    • 84871277042 scopus 로고    scopus 로고
    • A low-cost body inertial-sensing network for practical gait discrimination of hemiplegia patients
    • Y. Guo, D. Wu, G. Liu, G. Zhao, B. Huang, and L. Wang, "A low-cost body inertial-sensing network for practical gait discrimination of hemiplegia patients," Telemed. e-Health, vol. 18, no. 10, pp. 748-754, 2012.
    • (2012) Telemed. E-Health , vol.18 , Issue.10 , pp. 748-754
    • Guo, Y.1    Wu, D.2    Liu, G.3    Zhao, G.4    Huang, B.5    Wang, L.6
  • 11
    • 84921788023 scopus 로고    scopus 로고
    • Delay compensation of tilt sen-sors based on MEMS accelerometer using data fusion technique
    • Mar
    • M. Ghanbari and M. J. Yazdanpanah, "Delay compensation of tilt sen-sors based on MEMS accelerometer using data fusion technique," IEEE Sensors J., vol. 15, no. 3, pp. 1959-1966, Mar. 2015.
    • (2015) IEEE Sensors J. , vol.15 , Issue.3 , pp. 1959-1966
    • Ghanbari, M.1    Yazdanpanah, M.J.2
  • 12
    • 84910093810 scopus 로고    scopus 로고
    • An inertial pen with dynamic time warping recognizer for handwriting and gesture recogni-tion
    • Jan
    • Y.-L. Hsu, C.-L. Chu, Y.-J. Tsai, and J.-S. Wang, "An inertial pen with dynamic time warping recognizer for handwriting and gesture recogni-tion," IEEE Sensors J., vol. 15, no. 1, pp. 154-163, Jan. 2015.
    • (2015) IEEE Sensors J. , vol.15 , Issue.1 , pp. 154-163
    • Hsu, Y.-L.1    Chu, C.-L.2    Tsai, Y.-J.3    Wang, J.-S.4
  • 13
    • 84866462064 scopus 로고    scopus 로고
    • Assessment of upper-body dynamic stability during walk-ing in patients with subacute stroke
    • M. Iosa et al., "Assessment of upper-body dynamic stability during walk-ing in patients with subacute stroke," J. Rehabil. Res. Develop., vol. 49, no. 3, pp. 439-450, 2012.
    • (2012) J. Rehabil. Res. Develop. , vol.49 , Issue.3 , pp. 439-450
    • Iosa, M.1
  • 14
    • 33750339324 scopus 로고    scopus 로고
    • Gait event detection using linear accelerometers or angular velocity transducers in able-bodied and spinal-cord injured individuals
    • J. M. Jasiewicz et al., "Gait event detection using linear accelerometers or angular velocity transducers in able-bodied and spinal-cord injured individuals," Gait Posture, vol. 24, no. 4, pp. 502-509, 2006.
    • (2006) Gait Posture , vol.24 , Issue.4 , pp. 502-509
    • Jasiewicz, J.M.1
  • 15
    • 84924766689 scopus 로고    scopus 로고
    • Gait patterns of chronic ambulatory hemiplegic elderly compared with normal age-matched elderly
    • J. Kim et al., "Gait patterns of chronic ambulatory hemiplegic elderly compared with normal age-matched elderly," Int. J. Precis. Eng. Manuf., vol. 16, no. 2, pp. 385-392, 2015.
    • (2015) Int. J. Precis. Eng. Manuf. , vol.16 , Issue.2 , pp. 385-392
    • Kim, J.1
  • 16
    • 67349150704 scopus 로고    scopus 로고
    • Development of a wearable sen-sor system for quantitative gait analysis
    • T. Liu, Y. Inoue, and K. Shibata, "Development of a wearable sen-sor system for quantitative gait analysis," Measurement, vol. 42, no. 7, pp. 978-988, 2009.
    • (2009) Measurement , vol.42 , Issue.7 , pp. 978-988
    • Liu, T.1    Inoue, Y.2    Shibata, K.3
  • 17
    • 61649101289 scopus 로고    scopus 로고
    • Walking sta-bility using harmonic ratios in Parkinson's disease
    • Jan
    • K. A. Lowry, A. L. Smiley-Oyen, A. J. Carrel, and J. P. Kerr, "Walking sta-bility using harmonic ratios in Parkinson's disease," Movement Disorders, vol. 24, no. 2, pp. 261-267, Jan. 2009.
    • (2009) Movement Disorders , vol.24 , Issue.2 , pp. 261-267
    • Lowry, K.A.1    Smiley-Oyen, A.L.2    Carrel, A.J.3    Kerr, J.P.4
  • 18
    • 77953775338 scopus 로고    scopus 로고
    • Portable activity monitoring system for temporal parameters of gait cycles
    • J.-A. Lee, S.-H. Cho, Y.-J. Lee, H.-K. Yang, and J.-W. Lee, "Portable activity monitoring system for temporal parameters of gait cycles," J. Med. Syst., vol. 34, no. 5, pp. 959-966, 2010.
    • (2010) J. Med. Syst. , vol.34 , Issue.5 , pp. 959-966
    • Lee, J.-A.1    Cho, S.-H.2    Lee, Y.-J.3    Yang, H.-K.4    Lee, J.-W.5
  • 19
    • 84940174632 scopus 로고    scopus 로고
    • Inertial sensing based assessment methods to quantify the effectiveness of post-stroke rehabilitation
    • H.-T. Li, J.-J. Huang, C.-W. Pan, H.-I. Chi, and M.-C. Pan, "Inertial sensing based assessment methods to quantify the effectiveness of post-stroke rehabilitation," Sensors, vol. 15, no. 7, pp. 16196-16209, 2015.
    • (2015) Sensors , vol.15 , Issue.7 , pp. 16196-16209
    • Li, H.-T.1    Huang, J.-J.2    Pan, C.-W.3    Chi, H.-I.4    Pan, M.-C.5
  • 20
    • 0029981855 scopus 로고    scopus 로고
    • Stride length regulation in Parkinson's disease: Normalization strategies and underlying mechanisms
    • Apr
    • M. E. Morris, R. Iansek, T. A. Matyas, and J. J. Summers, "Stride length regulation in Parkinson's disease: Normalization strategies and underlying mechanisms," Brain, vol. 119, pp. 551-568, Apr. 1996.
    • (1996) Brain , vol.119 , pp. 551-568
    • Morris, M.E.1    Iansek, R.2    Matyas, T.A.3    Summers, J.J.4
  • 22
    • 67349121714 scopus 로고    scopus 로고
    • Analysis of stroke patient walking dynamics using a tri-axial accelerometer
    • C. Mizuike, S. Ohgi, and S. Morita, "Analysis of stroke patient walking dynamics using a tri-axial accelerometer," Gait Posture, vol. 30, no. 1, pp. 60-64, 2009.
    • (2009) Gait Posture , vol.30 , Issue.1 , pp. 60-64
    • Mizuike, C.1    Ohgi, S.2    Morita, S.3
  • 23
    • 84894151196 scopus 로고    scopus 로고
    • Distance measuring using accelerometer and gyroscope sensors
    • B. Muset and S. Emerich, "Distance measuring using accelerometer and gyroscope sensors," Carpathian J. Electron. Comput. Eng., vol. 5, no. 1, pp. 83-86, 2012.
    • (2012) Carpathian J. Electron. Comput. Eng. , vol.5 , Issue.1 , pp. 83-86
    • Muset, B.1    Emerich, S.2
  • 24
    • 84955252586 scopus 로고    scopus 로고
    • A machine learning framework for gait classification using inertial sensors: Applica-tion to elderly, post-stroke and Huntington's disease patients
    • A. Mannini, D. Trojaniello, A. Cereatti, and A. M. Sabatini, "A machine learning framework for gait classification using inertial sensors: Applica-tion to elderly, post-stroke and Huntington's disease patients," Sensors, vol. 16, no. 1, p. 134, 2016.
    • (2016) Sensors , vol.16 , Issue.1 , pp. 134
    • Mannini, A.1    Trojaniello, D.2    Cereatti, A.3    Sabatini, A.M.4
  • 25
    • 34547839783 scopus 로고    scopus 로고
    • Does gait analysis quantify motor rehabilitation efficacy in Parkinson's disease patients?
    • A. Peppe, C. Chiavalon, P. Pasqualetti, D. Crovato, and C. Caltagirone, "Does gait analysis quantify motor rehabilitation efficacy in Parkinson's disease patients?" Gait Posture, vol. 26, no. 3, pp. 452-462, 2007.
    • (2007) Gait Posture , vol.26 , Issue.3 , pp. 452-462
    • Peppe, A.1    Chiavalon, C.2    Pasqualetti, P.3    Crovato, D.4    Caltagirone, C.5
  • 26
    • 84962348604 scopus 로고    scopus 로고
    • Towards real-time detection of freezing of gait using wavelet transform on wireless accelerometer data
    • S. Rezvanian and T. E. Lockhart, "Towards real-time detection of freezing of gait using wavelet transform on wireless accelerometer data," Sensors, vol. 16, no. 4, p. 475, 2016.
    • (2016) Sensors , vol.16 , Issue.4 , pp. 475
    • Rezvanian, S.1    Lockhart, T.E.2
  • 27
    • 18844430008 scopus 로고    scopus 로고
    • Quantitative gait analysis in Parkinson's disease: Comparison with a healthy control group
    • O. Sofuwa, A. Nieuwboer, K. Desloovere, A. M.Willems, F. Chavret, and I. Jonkers, "Quantitative gait analysis in Parkinson's disease: Comparison with a healthy control group," Arch. Phys. Med. Rehabil., vol. 86, no. 5, pp. 1007-1013, 2005.
    • (2005) Arch. Phys. Med. Rehabil. , vol.86 , Issue.5 , pp. 1007-1013
    • Sofuwa, O.1    Nieuwboer, A.2    Desloovere, K.3    Willems, A.M.4    Chavret, F.5    Jonkers, I.6
  • 29
    • 84925246414 scopus 로고    scopus 로고
    • Estimation of step-by-step spatio-temporal parame-ters of normal and impaired gait using shank-mounted magneto-inertial sensors: Application to elderly, Hemiparetic, Parkinsonian and choreic gait
    • D. Trojaniello et al., "Estimation of step-by-step spatio-temporal parame-ters of normal and impaired gait using shank-mounted magneto-inertial sensors: Application to elderly, Hemiparetic, Parkinsonian and choreic gait," J. NeuroEng. Rehabil., vol. 11, p. 152, 2014.
    • (2014) J. Neuro Eng. Rehabil. , vol.11 , pp. 152
    • Trojaniello, D.1
  • 30
    • 84942294462 scopus 로고    scopus 로고
    • Com-parative assessment of different methods for the estimation of gait tem-poral parameters using a single inertial sensor: Application to elderly, post-stroke, Parkinson's disease and Huntington's disease subjects
    • D. Trojaniello, A. Ravaschio, J. M. Hausdorff, and A. Cereatti, "Com-parative assessment of different methods for the estimation of gait tem-poral parameters using a single inertial sensor: Application to elderly, post-stroke, Parkinson's disease and Huntington's disease subjects," Gait Posture, vol. 42, no. 3, pp. 310-316, 2015.
    • (2015) Gait Posture , vol.42 , Issue.3 , pp. 310-316
    • Trojaniello, D.1    Ravaschio, A.2    Hausdorff, J.M.3    Cereatti, A.4
  • 31
    • 84973111618 scopus 로고    scopus 로고
    • Stride counting in human walking and walking distance estimation using insole sensors
    • P. H. Truong, J. Lee, A. R. Kwon, and G.-M. Jeong, "Stride counting in human walking and walking distance estimation using insole sensors," Sensors, vol. 16, no. 6, p. 823, 2016.
    • (2016) Sensors , vol.16 , Issue.6 , pp. 823
    • Truong, P.H.1    Lee, J.2    Kwon, A.R.3    Jeong, G.-M.4
  • 33
    • 77956609153 scopus 로고    scopus 로고
    • An inertial-measurement-unit-based pen with a trajectory reconstruction algorithm and its applications
    • Oct
    • J.-S. Wang, Y.-L. Hsu, and J.-N. Liu, "An inertial-measurement-unit-based pen with a trajectory reconstruction algorithm and its applications," IEEE Trans. Ind. Electron., vol. 57, no. 10, pp. 3508-3521, Oct. 2010.
    • (2010) IEEE Trans. Ind. Electron. , vol.57 , Issue.10 , pp. 3508-3521
    • Wang, J.-S.1    Hsu, Y.-L.2    Liu, J.-N.3
  • 34
    • 84964982443 scopus 로고    scopus 로고
    • World Health Org., Geneva, Switzerland
    • The Top 10 Causes of Death, World Health Org., Geneva, Switzerland, 2014.
    • (2014) The Top 10 Causes of Death
  • 35
    • 0030385059 scopus 로고    scopus 로고
    • Inertial proproceptive devices: Self-motion-sensing toys and tools
    • C. Verplaetse, "Inertial proproceptive devices: Self-motion-sensing toys and tools," IBM Syst. J., vol. 35, nos. 3-4, pp. 639-650, 1996.
    • (1996) IBM Syst. J. , vol.35 , Issue.3-4 , pp. 639-650
    • Verplaetse, C.1
  • 36
    • 84875381531 scopus 로고    scopus 로고
    • Estimation of spatio-temporal parameters for post-stroke hemiparetic gait using inertial sensors
    • S. Yang, J.-T. Zhang, A. C. Novak, B. Brouwer, and Q. Li, "Estimation of spatio-temporal parameters for post-stroke hemiparetic gait using inertial sensors," Gait Posture, vol. 37, no. 3, pp. 354-358, 2013.
    • (2013) Gait Posture , vol.37 , Issue.3 , pp. 354-358
    • Yang, S.1    Zhang, J.-T.2    Novak, A.C.3    Brouwer, B.4    Li, Q.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.