Foot pressure and posture information-based visual feedback system for well-balanced gait in older people

Yasutaka Nakashima, Yuya Matsumoto, Yo Kobayashi, Kazuya Takizawa, Satoshi Miura, Masakatsu G. Fujie

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    The increase in care-receiver/caregiver ratio is becoming a social problem in Japan, one factor in which is the increase in the number of falls in the elderly. The purpose of this study is to develop a balance training ability system for fall prevention. To effectively improve balance ability while walking, dynamic training specialized for somatic sensation is useful. We developed a system that greatly improves balance ability by removing visual information of the outside world during gait training and by producing visual feedback of somatic sensation information, consisting of joint angle information about the whole body and foot pressure distribution information, that is, somatic sensation information used for gait. One technical problem with this system is the selection of display method at the time of visual feedback. Therefore, in this paper, we hypothesize that the training effect improves when a combination of foot pressure information and joint information is used. As specific presentation information, center of pressure (hereinafter called CoP) and ideal CoP traces derived from each joint angle were used. The ideal CoP trace is shown with a broken line connecting the heel, metatarsal and toe-tip part of the foot, and is updated every 10 walking cycles by changing the transverse coordinates of the metatarsal and toe-tip. To verify the abovementioned hypothesis, we created a machine equipped with the feedback system, and verified and tested it. To create the feedback system, the relationship between each joint angle in the body and ideal CoP traces were derived by a multiple regression analysis of the gait data (foot pressure distribution, joint angle) of young, physically unimpaired volunteers. In the verification experiment, we compared the training using the feedback system to that without in a visual sense cutoff state. The standard deviation a of right-and-left directions of the CoP traces was used as a performance index of balance ability. Increased a indicates reduced dynamic balance ability. We found that a increased by 0.61 times by feedback training, which was a significant decrease, and by 0.84 times after the visual sense interception training. A significant difference (p <0.05) was seen between the effects of these two training types, suggesting that dynamic balance ability is improved by our feedback system. In future, we will verify the long-term training effects over several months or years, as well as the improvement in motivation over training.

    Original languageEnglish
    Title of host publicationIECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages4163-4168
    Number of pages6
    ISBN (Electronic)9781479917624
    DOIs
    Publication statusPublished - 2016 Jan 25
    Event41st Annual Conference of the IEEE Industrial Electronics Society, IECON 2015 - Yokohama, Japan
    Duration: 2015 Nov 92015 Nov 12

    Other

    Other41st Annual Conference of the IEEE Industrial Electronics Society, IECON 2015
    CountryJapan
    CityYokohama
    Period15/11/915/11/12

    Fingerprint

    Feedback
    Pressure distribution
    Information services
    Regression analysis
    Display devices
    Experiments

    Keywords

    • Foot Pressure
    • Gait Training
    • Posture
    • Treadmill
    • Visual Feedback

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering
    • Industrial and Manufacturing Engineering

    Cite this

    Nakashima, Y., Matsumoto, Y., Kobayashi, Y., Takizawa, K., Miura, S., & Fujie, M. G. (2016). Foot pressure and posture information-based visual feedback system for well-balanced gait in older people. In IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society (pp. 4163-4168). [7392749] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IECON.2015.7392749

    Foot pressure and posture information-based visual feedback system for well-balanced gait in older people. / Nakashima, Yasutaka; Matsumoto, Yuya; Kobayashi, Yo; Takizawa, Kazuya; Miura, Satoshi; Fujie, Masakatsu G.

    IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society. Institute of Electrical and Electronics Engineers Inc., 2016. p. 4163-4168 7392749.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Nakashima, Y, Matsumoto, Y, Kobayashi, Y, Takizawa, K, Miura, S & Fujie, MG 2016, Foot pressure and posture information-based visual feedback system for well-balanced gait in older people. in IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society., 7392749, Institute of Electrical and Electronics Engineers Inc., pp. 4163-4168, 41st Annual Conference of the IEEE Industrial Electronics Society, IECON 2015, Yokohama, Japan, 15/11/9. https://doi.org/10.1109/IECON.2015.7392749
    Nakashima Y, Matsumoto Y, Kobayashi Y, Takizawa K, Miura S, Fujie MG. Foot pressure and posture information-based visual feedback system for well-balanced gait in older people. In IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society. Institute of Electrical and Electronics Engineers Inc. 2016. p. 4163-4168. 7392749 https://doi.org/10.1109/IECON.2015.7392749
    Nakashima, Yasutaka ; Matsumoto, Yuya ; Kobayashi, Yo ; Takizawa, Kazuya ; Miura, Satoshi ; Fujie, Masakatsu G. / Foot pressure and posture information-based visual feedback system for well-balanced gait in older people. IECON 2015 - 41st Annual Conference of the IEEE Industrial Electronics Society. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 4163-4168
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