日常生活中の歩行機能の評価 歩行属性判別システム HOLMES の開発
日常生活中にセンサを用いて歩行を評価するセンサシステムやサービスが普及し始めている．日常生活中の歩行には，路面状況，天候，時間帯，混雑度合い，着ている服など，様々な要因が影響すると考えられるが，現状ではこのような影響については十分研究されていない．本稿では，このような要因について研究するために我々が独自に開発した，産総研歩行属性判定システム HOLMES（Human Objective Locomotion MEasurement System）について，開発の経緯や現在の仕様，当該システムを用いて実施した日常生活歩行計測について紹介する．...
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| Published in | バイオメカニズム学会誌 Vol. 46; no. 1; pp. 3 - 8 |
|---|---|
| Main Author | |
| Format | Journal Article |
| Language | Japanese |
| Published |
バイオメカニズム学会
2022
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0285-0885 |
| DOI | 10.3951/sobim.46.1_3 |
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| Abstract | 日常生活中にセンサを用いて歩行を評価するセンサシステムやサービスが普及し始めている．日常生活中の歩行には，路面状況，天候，時間帯，混雑度合い，着ている服など，様々な要因が影響すると考えられるが，現状ではこのような影響については十分研究されていない．本稿では，このような要因について研究するために我々が独自に開発した，産総研歩行属性判定システム HOLMES（Human Objective Locomotion MEasurement System）について，開発の経緯や現在の仕様，当該システムを用いて実施した日常生活歩行計測について紹介する． |
|---|---|
| AbstractList | 日常生活中にセンサを用いて歩行を評価するセンサシステムやサービスが普及し始めている．日常生活中の歩行には，路面状況，天候，時間帯，混雑度合い，着ている服など，様々な要因が影響すると考えられるが，現状ではこのような影響については十分研究されていない．本稿では，このような要因について研究するために我々が独自に開発した，産総研歩行属性判定システム HOLMES（Human Objective Locomotion MEasurement System）について，開発の経緯や現在の仕様，当該システムを用いて実施した日常生活歩行計測について紹介する． |
| Author | 小林, 吉之 |
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| Copyright | 2022 バイオメカニズム学会 |
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| DOI | 10.3951/sobim.46.1_3 |
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| References | 10) Pasciuto, I., Bergamini, E., Iosa, M., Vannozzi, G. and Cappozzo, A.: Overcoming the limitations of the Harmonic Ratio for the reliable assessment of gait symmetry, Journal of Biomechanics, 53, 84-89, (2017). 2) Bellanca, J. L., Lowry, K. A., Vanswearingen, J. M., Brach, J. S. and Redfern, M. S.: Harmonic ratios: a quantification of step to step symmetry, Journal of Biomechanics, 46(4), 828-831, (2013). 5) Brodie, M. A., Lord, S. R., Coppens, M. J., Annegarn, J. and Delbaere, K.: Eight-week remote monitoring using a freely worn device reveals unstable gait patterns in older fallers, IEEE Transactions on Biomedical Engineering, 62(11), 2588-2594, (2015). 8) Hida, N., Fujimoto, M., Ooie, T. and Kobayashi, Y.: Effects of footwear fixation on joint angle variability during straight gait in the elderly, Gait & Posture, 86, 162-168, (2021). 4) Costa, M., Peng, C. K., Goldberger, A. L. and Hausdorff, J. M.: Multiscale entropy analysis of human gait dynamics, Physica A, 330(1-2), 53-60, (2003). 9) Zijlstra, W.: Assessment of spatio-temporal parameters during unconstrained walking, European Journal of Applied Physiology, 92(1-2), 39-44, (2004). 12) Kourogi, M., Ishikawa, T. and Kurata, T.: A method of pedestrian dead reckoning using action recognition, Proc. PLANS 2010. 3) Lamoth, C., Beek, P. J. and Meijer, O. G.: Pelvis-thorax coordination in the transverse plane during gait, Gait Posture, 16(2), 101-114, (2002). 1) van Schooten, K. S., Pijnappels, M., Rispens, S. M.,Elders, P. J., Lips, P., Daffertshofer, A., Beek, P. J. and van Dieën, J. H.: Daily-life gait quality as predictor of falls in older people: a 1-year prospective cohort study, PLoS One, 11(7), (2016). 6) Kawai, H., Obuchi, S., Hirayama, R., Watanabe, Y., Hirano, H., Fujiwara, Y., Ihara, K., Kim, H., Kobayashi, Y., Mochimaru, M., Tsushima, E. and Nakamura, K.: Intra-day variation in daily outdoor walking speed among community-dwelling older adults, BMC Geriatrics, 8;21(1), 417, (2021). 11) Cohen, J.: The analysis of variance, In: statistical power analysis for the behavioral sciences, Lawrence Erlbaum Associates, Publishers, New Jersey, 273-406, (1988). 7) Kobayashi, Y., Hashizume, S., Hobara, H., Anzai, E., Nakajima, K., Mishima, K., Morizono, K., Sato, A. and Mochimaru, M.: Effect of safety boots with toe spring on foot clearance features during walking, International Journal of Industrial Ergonomics, 71, 32-36, (2019). |
| References_xml | – reference: 1) van Schooten, K. S., Pijnappels, M., Rispens, S. M.,Elders, P. J., Lips, P., Daffertshofer, A., Beek, P. J. and van Dieën, J. H.: Daily-life gait quality as predictor of falls in older people: a 1-year prospective cohort study, PLoS One, 11(7), (2016). – reference: 3) Lamoth, C., Beek, P. J. and Meijer, O. G.: Pelvis-thorax coordination in the transverse plane during gait, Gait Posture, 16(2), 101-114, (2002). – reference: 9) Zijlstra, W.: Assessment of spatio-temporal parameters during unconstrained walking, European Journal of Applied Physiology, 92(1-2), 39-44, (2004). – reference: 8) Hida, N., Fujimoto, M., Ooie, T. and Kobayashi, Y.: Effects of footwear fixation on joint angle variability during straight gait in the elderly, Gait & Posture, 86, 162-168, (2021). – reference: 4) Costa, M., Peng, C. K., Goldberger, A. L. and Hausdorff, J. M.: Multiscale entropy analysis of human gait dynamics, Physica A, 330(1-2), 53-60, (2003). – reference: 11) Cohen, J.: The analysis of variance, In: statistical power analysis for the behavioral sciences, Lawrence Erlbaum Associates, Publishers, New Jersey, 273-406, (1988). – reference: 6) Kawai, H., Obuchi, S., Hirayama, R., Watanabe, Y., Hirano, H., Fujiwara, Y., Ihara, K., Kim, H., Kobayashi, Y., Mochimaru, M., Tsushima, E. and Nakamura, K.: Intra-day variation in daily outdoor walking speed among community-dwelling older adults, BMC Geriatrics, 8;21(1), 417, (2021). – reference: 7) Kobayashi, Y., Hashizume, S., Hobara, H., Anzai, E., Nakajima, K., Mishima, K., Morizono, K., Sato, A. and Mochimaru, M.: Effect of safety boots with toe spring on foot clearance features during walking, International Journal of Industrial Ergonomics, 71, 32-36, (2019). – reference: 10) Pasciuto, I., Bergamini, E., Iosa, M., Vannozzi, G. and Cappozzo, A.: Overcoming the limitations of the Harmonic Ratio for the reliable assessment of gait symmetry, Journal of Biomechanics, 53, 84-89, (2017). – reference: 12) Kourogi, M., Ishikawa, T. and Kurata, T.: A method of pedestrian dead reckoning using action recognition, Proc. PLANS 2010. – reference: 5) Brodie, M. A., Lord, S. R., Coppens, M. J., Annegarn, J. and Delbaere, K.: Eight-week remote monitoring using a freely worn device reveals unstable gait patterns in older fallers, IEEE Transactions on Biomedical Engineering, 62(11), 2588-2594, (2015). – reference: 2) Bellanca, J. L., Lowry, K. A., Vanswearingen, J. M., Brach, J. S. and Redfern, M. S.: Harmonic ratios: a quantification of step to step symmetry, Journal of Biomechanics, 46(4), 828-831, (2013). |
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| Title | 日常生活中の歩行機能の評価 歩行属性判別システム HOLMES の開発 |
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