歩行中の加速度・角速度を用いた高齢者の下肢筋力推定
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| Published in | 生体医工学 Vol. 57; no. 1; pp. 27 - 34 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | Japanese |
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公益社団法人 日本生体医工学会
10.03.2019
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| Online Access | Get full text |
| ISSN | 1347-443X 1881-4379 |
| DOI | 10.11239/jsmbe.57.27 |
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| Author | 小林, 吉之 小澤, 順 佐藤, 佳州 樋山, 貴洋 |
|---|---|
| Author_xml | – sequence: 1 fullname: 樋山, 貴洋 organization: パナソニック株式会社 – sequence: 1 fullname: 佐藤, 佳州 organization: パナソニック株式会社 – sequence: 1 fullname: 小澤, 順 organization: 国立研究開発法人産業技術総合研究所 – sequence: 1 fullname: 小林, 吉之 organization: 国立研究開発法人産業技術総合研究所 |
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| Copyright | 2019 社団法人日本生体医工学会 |
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| DOI | 10.11239/jsmbe.57.27 |
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| Discipline | Engineering |
| EISSN | 1881-4379 |
| EndPage | 34 |
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| References | 13. Shuozhi Y, Qingguo L:Ambulatory walking speed estimation under different step lengths and frequencies. IEEE ASME International Conference on Advanced Intelligent Mechatronics. July 6-9, Canada, pp.658-663, 2010. 南川敦宣, 小林亜令, 横山浩之:情報利得を基にした移動状態推定による携帯電話搭載型消費カロリー計測システム. 情報処理学会論文誌. 52(2), pp.866-876, 2011. 新井智之, 柴喜崇, 渡辺修一郎, 柴田博:10m歩行における歩行周期変動と運動機能-転倒との関連—小型加速度計を用いた測定—. 理学療法学. 38(3), pp.165-172, 2011. 山田陽介, 木村みさか, 中村榮太郎, 増尾善久, 小田伸午:15～97歳日本人男女1006名における体肢筋力と筋力分布. 体力科学. 56(5), pp.461-472, 2007. 23. Minamikawa A, Kobayashi A, Yokoyama H:Energy expenditure monitoring system on mobile phone using information gain based locomotion estimation method. Inf Process Soc Jpn. 52(2), pp.866-876, 2011. (in Japanese) 24. Zijlstra W, Hof AL:Assessment of spatio-temporal gait parameters from trunk accelerations during human walking. Gait Posture. 18(2)pp.1-10, 2003. 小澤実奈, 村田伸, 窓場勝之, 小西佑磨, 阪本昌志, 高橋萌, 吉田安香音, 安彦鉄平, 白岩加代子, 阿波邦彦, 堀江淳, 甲斐義浩:最適歩行と最速歩行中の歩行パラメーターと下肢筋活動の比較. Jpn J Health Promot Phys Ther. 5(4), pp.179-183, 2016. 岩瀬弘明, 村田伸, 阿波邦彦, 松尾奈々, 山﨑康平, 米山智彦, 小松直正, 重田裕子, 窓場勝之:高齢患者の最速歩行と最大低速歩行に及ぼす下肢筋力の貢献度—大腿四頭筋筋力と足把持力に着目して—. Jpn J Health Promot Phys Ther. 2(4), pp.163-167, 2012. 2. Murai J, Mitsuda M, Itakura T, Mori S, Takamura T:The home care situation for the elderly and an evaluation of their environment—a study on odors in home care enviroments—. Jpn J Env Eng AIJ. 81(725), pp.599-606, 2016. (in Japanese) 14. Lecun L, Bottou L, Bengio Y, Haffner P:Gradient-based learning applied to document recognition. Proc IEEE. 86(11), pp.2278-2324, 1998. 8. Yoshioka S, Nagano A:The development of a home-use method for evaluating muscular strength of lower limbs. Trans Jpn Soc Med Biol Eng. 54(3), pp.112-119, 2016. (in Japanese) 村田伸, 大田尾浩, 村田潤, 堀江淳, 八木原幸子, 甲斐健一郎, 大塚真:虚弱高齢者におけるTimed Up and Go test, 歩行速度, 下肢機能との関連. 理学療法科学. 25(4), pp.513-516, 2010. 村尾和哉, 寺田努:加速度センサの定常性判定による動作認識手法. 情報処理学会. 52(6), pp.1968-1979, 2011. 3. Guideline for the Prevention of Falls in Older Persons. JAGS. 49, pp.664-672, 2001. 雨宮歩, 野口博史, 大江真琴, 竹原君江, 大橋優美子, 植木浩二郎, 門脇孝, 真田弘美, 森武俊:糖尿病患者および非糖尿病者の足背モーションセンサと足底圧センサを用いた歩容の比較, 日本人間工学会. LIFE2012, 名古屋, OS2-3-2, 2012. 9. Iwase H, Murata S, Anami K, Matsuo N, Yamasaki K, Yoneyama T, Komatsu N, Shigeta Y, Madoba K:Contribution of lower limb muscles to walking at the maximum and slowest speeds in elderly patients—focusing on the quadriceps femoris muscle strength and grip forces of the foot—. Jpn J Health Promot Phys Ther. 2(4), pp.163-167, 2012. (in Japanese) 28. Khandoker AH, Palaniswami M, Begg RK:A comparative study on approximate entropy measure and poincaré plot indexes of minimum foot clearance variability in the elderly during walking. J Neuroeng Rehabil. 5(4), pp.1-10, 2008. 18. Yamada Y, Kimura M, Nakamura E, Masuo Y, Oda S:Limb muscle mass decrease with aging in Japanese men and women aged 15-97 yr. Jpn Soc Phys Fitness Sport Med. 56(5), pp.461-472, 2007. (in Japanese) ATR-Promotion:小型無線多機能センサ［TSND121/151］. https://www.atr-p.com/products/TSND121.html, ［accessed 2018年7月22日］. 秋元俊成, 寺田信幸, 松元明弘:生体歩行計測に基づく足首駆動歩行シミュレーション. 生体医工学. 46(1), pp.58-63, 2008. 5. Bohannon RW, Shove ME, Barreca SR, Masters LM, Sigouin CS:Five-repetition sit-to-stand test performance by community-dwelling adults:a preliminary investigation of times, determinants, and relationship with self-reported physical performance. Isokinet Exerc Sci. 15(2), pp.77-81, 2007. 25. Amemiya A, Noguchi H, OE M, Takehara K, Ohashi Y, Ueki K, Kadowaki T, Sanada H, Mori T:Comparison of diabetic patients gait with non-diabetic subjects gait using plantar pressure sensor and dorsal feet motion sensors. Jpn Ergonomic Soc. Life2012, Nagoya, OS2-3-2, 2012. (in Japanese) 26. “BRIGDGE THE GAP BETWEEN ALGORITHMS IMPLE TATIONS OF DEEP LEARNING”, Chainer.<https://chainer.org/> [accessed July 22, 2018]. 16. Yamasaki M, Sato H:Human walking with reference to step length, cadence speed and energy expenditure. J Anthrop Soc Nippon. 98(4), pp.385-401, 1991. (in Japanese) 1. Suzuki T, Sugiura M, Furuta T, Nishizawa S, Yoshida H:Association of physical performance and falls among the community elderly in Japan in a five year follow-up study. Jpn J Ger. 36(7), pp.472-478, 1999. (in Japanese) 15. Metter EJ, Lynch N, Conwit R, Lindle R, Tobin J, Hurley R:Muscle quality and age:cross-sectional and longitudinal comparisons. J Gerontol Biol Sci. 54(5), pp.207-218, 1999. 17. “Locomo Scan”:Alcare corporation. <http://www.alcare.co.jp/medical/product/new/20130117/index.shtml> [accessed July 19, 2018]. (in Japanese) 鈴木隆雄, 杉浦美穂, 古名丈人, 西沢哲, 吉田英世, 石崎達郎, 金憲経, 湯川晴美, 柴田博:地域高齢者の転倒発生に関連する身体的要因の分析的研究—5年間の追跡研究から—, 日本老年医学会. 36(7), pp.472-478, 1999. 吉岡伸輔, 長野明紀:日常生活で利用可能な下肢筋力測定法の開発. 生体医工学. 54(3), pp.112-119, 2016. 10. Murata S, Otao H, Murata J, Morie J, Yakihara S, Kai K, Otsuka M:Relationships between the lower extremity function of the frail elderly and the timed up-and-go test and walking speed. Soc Phys Ther Sci. 25(4), pp.513-516, 2010. (in Japanese) ロコモスキャン:アルケア株式会社, <http://www.alcare.co.jp/medical/product/new/20130117/index.shtml> [accessed 2018年7月19日]. 11. Samson MM, Meeuwsen IB, Crowe A, Dessens JA, Duursma SA, Verhaar HJ:Relationships between physical performance measures, age, height and body weight in healthy adults. Age Aging. 29(3), pp.235-242, 2000. 西島智子, 小山理恵子, 内藤郁奈, 畑山聡, 山崎裕司, 奥壽郎;高齢患者における等尺性膝伸展筋力と歩行能力との関係. 理学療法科学. 19(2), pp.95-99, 2004. 6. Whitney S, Wrisley D, Marchetti G, Gee M, Redfern M, Fuman J:Clinical measurement of sit-to-stand performance in people with balance disorders:validity of data for the Five-Times-Sit-to-Stand Test. Phys Ther. 85(10), pp.1034-1045, 2005. 29. Mills PM, Barrett RS, Morrison S:Toe clearance variability during walking in young and elderly. Gait Posture. 28(1), pp.101-107, 2008. 4. Biodex:Dynamometers.<http://www.biodex.com/physical-medicine/products/dynamometers> [accessed Octorber 26, 2018]. 山崎昌廣, 佐藤陽彦:ヒトの歩行—歩幅, 歩調, 速度およびエネルギー代謝の観点から—. 人類誌. 98(4), pp.385-401, 1991. 21. Murao K, Terada T:A motion recognition method by constancy decision. Inf Process Soc Jpn. 52(6), pp.1968-1979, 2001. (in Japanese) 19. Nishijima T, Koyama R, Naito I, Hatakeyama S, Yamasaki H, Oku T:Relationship between knee extension muscle strength and walking ability in the elderly patients. Soc Phys Ther Sci. 19(2), pp.95-99, 2004. 7. Buatois S, Miljkovic D, Manckoundia P, Gueguen R, Miget P, Vancon G, Perrin P, Benetos A:Five times sit to stand test is a predictor of recurrent falls in healthy community-living subjects aged 65 and older. J Am Geriatr Soc. 56(8), pp.1575-1577, 2008. 12. Arai T, Shiba Y, Watanabe S, Shibata H:The relationship between the stride time variability, motor ability and fall in community-dwelling elderly people. Jpn Phys Ther Assoc. 38(3), pp.165-172, 2011. (in Japanese) 22. Akimoto T, Terada N, Matsumoto A:Simulation of ankle-driven walking based on human walking analysis. Trans Jpn Soc Med Biol Eng. 46(1), pp.58-63, 2008. (in Japanese) 20. ATR-Promotions:Small wireless multi-function sensor [TSND121/151]. <https://www.atr-p.com/products/TSND121.html> [accessed July 22, 2018]. (in Japanese) 27. Ozawa M, Murata S, Madoba K, Konishi Y, Sakamoto M, Takahashi M, Yoshida A, Abiko T, Shiraiwa K, Anami K, Horie Z, Kai Y:Comprison of gait parameters and lower-limb muscle activity between the optimum and maximum gait velocities. Jpn J Health Promot Phys Ther. 5(4), pp.179-183, 2016. (in Japanese) 村井順子, 光田恵, 板倉朋世, 毛利志保, 棚村壽三:在宅介護の実態と介護環境の評価. 日本建築学会環境系論文集. 725(81), pp.599-606, 2016. |
| References_xml | – reference: 7. Buatois S, Miljkovic D, Manckoundia P, Gueguen R, Miget P, Vancon G, Perrin P, Benetos A:Five times sit to stand test is a predictor of recurrent falls in healthy community-living subjects aged 65 and older. J Am Geriatr Soc. 56(8), pp.1575-1577, 2008. – reference: ATR-Promotion:小型無線多機能センサ［TSND121/151］. https://www.atr-p.com/products/TSND121.html, ［accessed 2018年7月22日］. – reference: 新井智之, 柴喜崇, 渡辺修一郎, 柴田博:10m歩行における歩行周期変動と運動機能-転倒との関連—小型加速度計を用いた測定—. 理学療法学. 38(3), pp.165-172, 2011. – reference: 17. “Locomo Scan”:Alcare corporation. <http://www.alcare.co.jp/medical/product/new/20130117/index.shtml> [accessed July 19, 2018]. (in Japanese) – reference: 鈴木隆雄, 杉浦美穂, 古名丈人, 西沢哲, 吉田英世, 石崎達郎, 金憲経, 湯川晴美, 柴田博:地域高齢者の転倒発生に関連する身体的要因の分析的研究—5年間の追跡研究から—, 日本老年医学会. 36(7), pp.472-478, 1999. – reference: 吉岡伸輔, 長野明紀:日常生活で利用可能な下肢筋力測定法の開発. 生体医工学. 54(3), pp.112-119, 2016. – reference: 16. Yamasaki M, Sato H:Human walking with reference to step length, cadence speed and energy expenditure. J Anthrop Soc Nippon. 98(4), pp.385-401, 1991. (in Japanese) – reference: 18. Yamada Y, Kimura M, Nakamura E, Masuo Y, Oda S:Limb muscle mass decrease with aging in Japanese men and women aged 15-97 yr. Jpn Soc Phys Fitness Sport Med. 56(5), pp.461-472, 2007. (in Japanese) – reference: 15. Metter EJ, Lynch N, Conwit R, Lindle R, Tobin J, Hurley R:Muscle quality and age:cross-sectional and longitudinal comparisons. J Gerontol Biol Sci. 54(5), pp.207-218, 1999. – reference: 11. Samson MM, Meeuwsen IB, Crowe A, Dessens JA, Duursma SA, Verhaar HJ:Relationships between physical performance measures, age, height and body weight in healthy adults. Age Aging. 29(3), pp.235-242, 2000. – reference: 13. Shuozhi Y, Qingguo L:Ambulatory walking speed estimation under different step lengths and frequencies. IEEE ASME International Conference on Advanced Intelligent Mechatronics. July 6-9, Canada, pp.658-663, 2010. – reference: 山田陽介, 木村みさか, 中村榮太郎, 増尾善久, 小田伸午:15～97歳日本人男女1006名における体肢筋力と筋力分布. 体力科学. 56(5), pp.461-472, 2007. – reference: 南川敦宣, 小林亜令, 横山浩之:情報利得を基にした移動状態推定による携帯電話搭載型消費カロリー計測システム. 情報処理学会論文誌. 52(2), pp.866-876, 2011. – reference: 24. Zijlstra W, Hof AL:Assessment of spatio-temporal gait parameters from trunk accelerations during human walking. Gait Posture. 18(2)pp.1-10, 2003. – reference: 6. Whitney S, Wrisley D, Marchetti G, Gee M, Redfern M, Fuman J:Clinical measurement of sit-to-stand performance in people with balance disorders:validity of data for the Five-Times-Sit-to-Stand Test. Phys Ther. 85(10), pp.1034-1045, 2005. – reference: 山崎昌廣, 佐藤陽彦:ヒトの歩行—歩幅, 歩調, 速度およびエネルギー代謝の観点から—. 人類誌. 98(4), pp.385-401, 1991. – reference: 22. Akimoto T, Terada N, Matsumoto A:Simulation of ankle-driven walking based on human walking analysis. Trans Jpn Soc Med Biol Eng. 46(1), pp.58-63, 2008. (in Japanese) – reference: 5. Bohannon RW, Shove ME, Barreca SR, Masters LM, Sigouin CS:Five-repetition sit-to-stand test performance by community-dwelling adults:a preliminary investigation of times, determinants, and relationship with self-reported physical performance. Isokinet Exerc Sci. 15(2), pp.77-81, 2007. – reference: 岩瀬弘明, 村田伸, 阿波邦彦, 松尾奈々, 山﨑康平, 米山智彦, 小松直正, 重田裕子, 窓場勝之:高齢患者の最速歩行と最大低速歩行に及ぼす下肢筋力の貢献度—大腿四頭筋筋力と足把持力に着目して—. Jpn J Health Promot Phys Ther. 2(4), pp.163-167, 2012. – reference: 西島智子, 小山理恵子, 内藤郁奈, 畑山聡, 山崎裕司, 奥壽郎;高齢患者における等尺性膝伸展筋力と歩行能力との関係. 理学療法科学. 19(2), pp.95-99, 2004. – reference: 1. Suzuki T, Sugiura M, Furuta T, Nishizawa S, Yoshida H:Association of physical performance and falls among the community elderly in Japan in a five year follow-up study. Jpn J Ger. 36(7), pp.472-478, 1999. (in Japanese) – reference: 村田伸, 大田尾浩, 村田潤, 堀江淳, 八木原幸子, 甲斐健一郎, 大塚真:虚弱高齢者におけるTimed Up and Go test, 歩行速度, 下肢機能との関連. 理学療法科学. 25(4), pp.513-516, 2010. – reference: 雨宮歩, 野口博史, 大江真琴, 竹原君江, 大橋優美子, 植木浩二郎, 門脇孝, 真田弘美, 森武俊:糖尿病患者および非糖尿病者の足背モーションセンサと足底圧センサを用いた歩容の比較, 日本人間工学会. LIFE2012, 名古屋, OS2-3-2, 2012. – reference: 10. Murata S, Otao H, Murata J, Morie J, Yakihara S, Kai K, Otsuka M:Relationships between the lower extremity function of the frail elderly and the timed up-and-go test and walking speed. Soc Phys Ther Sci. 25(4), pp.513-516, 2010. (in Japanese) – reference: 14. Lecun L, Bottou L, Bengio Y, Haffner P:Gradient-based learning applied to document recognition. Proc IEEE. 86(11), pp.2278-2324, 1998. – reference: 19. Nishijima T, Koyama R, Naito I, Hatakeyama S, Yamasaki H, Oku T:Relationship between knee extension muscle strength and walking ability in the elderly patients. Soc Phys Ther Sci. 19(2), pp.95-99, 2004. – reference: 3. Guideline for the Prevention of Falls in Older Persons. JAGS. 49, pp.664-672, 2001. – reference: 村尾和哉, 寺田努:加速度センサの定常性判定による動作認識手法. 情報処理学会. 52(6), pp.1968-1979, 2011. – reference: 26. “BRIGDGE THE GAP BETWEEN ALGORITHMS IMPLE TATIONS OF DEEP LEARNING”, Chainer.<https://chainer.org/> [accessed July 22, 2018]. – reference: 9. Iwase H, Murata S, Anami K, Matsuo N, Yamasaki K, Yoneyama T, Komatsu N, Shigeta Y, Madoba K:Contribution of lower limb muscles to walking at the maximum and slowest speeds in elderly patients—focusing on the quadriceps femoris muscle strength and grip forces of the foot—. Jpn J Health Promot Phys Ther. 2(4), pp.163-167, 2012. (in Japanese) – reference: 20. ATR-Promotions:Small wireless multi-function sensor [TSND121/151]. <https://www.atr-p.com/products/TSND121.html> [accessed July 22, 2018]. (in Japanese) – reference: 23. Minamikawa A, Kobayashi A, Yokoyama H:Energy expenditure monitoring system on mobile phone using information gain based locomotion estimation method. Inf Process Soc Jpn. 52(2), pp.866-876, 2011. (in Japanese) – reference: 25. Amemiya A, Noguchi H, OE M, Takehara K, Ohashi Y, Ueki K, Kadowaki T, Sanada H, Mori T:Comparison of diabetic patients gait with non-diabetic subjects gait using plantar pressure sensor and dorsal feet motion sensors. Jpn Ergonomic Soc. Life2012, Nagoya, OS2-3-2, 2012. (in Japanese) – reference: 秋元俊成, 寺田信幸, 松元明弘:生体歩行計測に基づく足首駆動歩行シミュレーション. 生体医工学. 46(1), pp.58-63, 2008. – reference: 27. Ozawa M, Murata S, Madoba K, Konishi Y, Sakamoto M, Takahashi M, Yoshida A, Abiko T, Shiraiwa K, Anami K, Horie Z, Kai Y:Comprison of gait parameters and lower-limb muscle activity between the optimum and maximum gait velocities. Jpn J Health Promot Phys Ther. 5(4), pp.179-183, 2016. (in Japanese) – reference: 8. Yoshioka S, Nagano A:The development of a home-use method for evaluating muscular strength of lower limbs. Trans Jpn Soc Med Biol Eng. 54(3), pp.112-119, 2016. (in Japanese) – reference: 2. 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| Title | 歩行中の加速度・角速度を用いた高齢者の下肢筋力推定 |
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