Accelerometry-based gait analysis and its application to parkinson's disease assessment-Part 2 : A new measure for quantifying walking behavior

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 21, Issue 6, 2013, Pages 999-1005

  Yoneyama, Mitsuru ^a   Kurihara, Yosuke ^b   Watanabe, Kajiro ^c   Mitoma, Hiroshi ^d  

^a MITSUBISHI CHEMICAL CORPORATION   (Japan)

^b AOYAMA GAKUIN UNIVERSITY   (Japan)

^c HOSEI UNIVERSITY   (Japan)

^d TOKYO MEDICAL UNIVERSITY   (Japan)

Author keywords

Accelerometers; biomedical signal processing; gait analysis; Parkinson's disease (PD)

Indexed keywords

BIOMEDICAL SIGNAL PROCESSING; GAIT ACCELERATIONS; GAIT ANALYSIS SYSTEMS; NON-CLINICAL SETTINGS; PARKINSON'S DISEASE; QUANTITATIVE INDICES; QUANTITATIVE INFORMATION; UNOBTRUSIVE MONITORING;

ACCELEROMETERS; DIAGNOSIS; NEURODEGENERATIVE DISEASES; SIGNAL PROCESSING;

GAIT ANALYSIS;

ACCELERATION; ACTIMETRY; AGED; ARTICLE; COMPUTER ASSISTED DIAGNOSIS; FEMALE; GAIT; HUMAN; MALE; METHODOLOGY; NEUROLOGIC GAIT DISORDER; PARKINSON DISEASE; PATHOPHYSIOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SEVERITY OF ILLNESS INDEX; WALKING;

ACCELERATION; ACTIGRAPHY; AGED; DIAGNOSIS, COMPUTER-ASSISTED; FEMALE; GAIT; GAIT DISORDERS, NEUROLOGIC; HUMANS; MALE; PARKINSON DISEASE; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SEVERITY OF ILLNESS INDEX; WALKING;

EID: 84888115275     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2013.2268251     Document Type: Article

References (18)

1. J. Jankovic, "Parkinson's disease: Clinical features and diagnosis," J. Neurol. Neurosurg. Psychiatry, vol. 79, pp. 368-376, 2008. (Pubitemid 351441488)
2. M. E. Morris, F. Huxham, J. McGinley, K. Dodd, and R. Iansek, "The biomechanics and motor control of gait in Parkinson disease," Clin. Biomechan., vol. 16, no. 6, pp. 459-470, 2001. (Pubitemid 32586837)
3. P. Damier, "Evidence for the use of levodopa-carbidopa-entacapone (STALEVO) to improve motor fluctuations in Parkinson's disease," Eur. Neurol. Rev., vol. 3, no. 2, pp. 37-40, 2008.
4. A. Salarian, H. Russmann, F. J. G.Vingerhoets, C. Dehollain, Y. Blanc, P. R. Burkhard, and K. Aminian, "Gait assessment in Parkinson's disease: Toward an ambulatory system for long-term monitoring," IEEE Trans. Biomed. Eng., vol. 51, no. 8, pp. 1434-1443, Aug. 2004. (Pubitemid 38955167)
5. D. G. M. Zwartjes, T. Heida, J. P. P. van Vugt, J. A. G. Geelen, and P. H. Veltink, "Ambulatory monitoring of activities and motor symptoms in Parkinson's disease," IEEE Trans. Biomed. Eng., vol. 57, no. 11, pp. 2778-2786, Nov. 2010.
6. S. T. Moore, V. Dilda, B. Hakim, and H. G. MacDougall, "Validation of 24-hour ambulatory gait assessment in Parkinson's disease with simultaneous video observation," Biomed. Eng., vol. 10, no. 82, 2011.
7. J. H. Han, H. S. Jeon, B. S. Jeon, and K. S. Park, "Gait detection from three dimensional acceleration signals of ankles for the patients with Parkinson's disease," in Int. Special Topic Conf. Inf. Technol. Biomed., Ioannina, Greece, Oct. 26-28, 2006.
8. M. Djuri?-Jovi?i?, N. S. Jovi?i?, I. Milovanovi?, S. Radovanovi?, N. Kresojevi?, and M. B. Popovi?, "Classification of walking patterns in Parkinson's disease patients based on inertial sensor data," presented at the 10th Symp. Neural Netw. Appl. Electr. Eng., Belgrade, Serbia, Sep. 23-25, 2010.
9. G. Lo, A. R. Suresh, L. Stocco, S. Gonzalez-Valenzuela, and V. C. M. Leung, "A wireless sensor system for motion analysis of Parkinson's disease patients," in Proc. IEEE Int. Conf. Pervasive Comput. Commun. Workshops , Seattle, WA, USA, Mar. 21-25, 2011, pp. 372-375.
10. H. Mitoma, M. Yoneyama, and S. Orimo, "24-hour recording of Parkinsonian gait using a portable gait rhythmogram," Intern. Med., vol. 49, pp. 2401-2408, 2010.
11. H. Utsumi, H. Terashi, Y. Ishimura, T. Takazawa, A. Hayashi, H. Mochizuki, Y. Okuma, S. Orimo,K. Takahashi, M.Yoneyama, and H. Mitoma, "Quantitative assessment of gait Bradykinesia in Parkinson's disease using a portable gait rhythmogram," Acta Medica Okayama, vol. 66, no. 1, pp. 31-40, 2012.
12. M. Yoneyama, Y. Kurihara, K. Watanabe, and H. Mitoma, "Accelerometry-based gait analysis and its application to Parkinson's disease assessment. Part 1: Detection of stride event," IEEE Trans. Neural Syst. Rehabil. Eng., submitted for publication.
13. M. Yoneyama, "A study of gait acceleration and synchronisation in healthy adult subjects," Comput. Methods Biomech. Biomed. Eng.
14. W.Zijlstra, A.W. F. Rutgers, A. L. Hof, and T.W. VanWeerden, "Voluntary and involuntary adaptation of walking to temporal and spatial constraints," Gait Posture, vol. 3, no. 1, pp. 13-15, 1995.
15. M. Morris, R. Iansek, T. Matyas, and J. Summers, "Abnormalities in the stride length-cadence relation in Parkinsonian gait," Mov. Disord., vol. 13, no. 1, pp. 61-69, 1998. (Pubitemid 28029854)
16. T. Egerton, M. Danoudis, F. Huxham, and R. Iansek, "Central gait control mechanisms and the stride length-Cadence relationship," Gait Posture, vol. 34, no. 2, pp. 178-182, 2011.
17. M. Snaterse, R. Ton, A. D. Kuo, and J. M. Donelan, "Distinct fast and slow processes contribute to the selection of preferred step frequency during human walking," J. Appl. Physiol., vol. 110, pp. 1682-1690, 2011.
18. S. T. Moore, H. G. MacDougall, J.-M. Gracies, H. S. Cohen, and W. G. Ondo, "Long-term monitoring of gait in Parkinson's disease," Gait Posture, vol. 26, no. 2, pp. 200-207, 2007. (Pubitemid 46880344)