A wearable system for outdoor running workout state recognition and course provision

Katsuhiro Takata, Masataka Tanaka, Ma Jianhua, Runhe Huang, Bernady O. Apduhan, Norio Shiratori

    研究成果: Conference contribution

    7 引用 (Scopus)

    抜粋

    The objective of this research is to develop a wearable prototype system to assist people doing outdoor running workout safely and effectively. One essential research issue is to correctly recognize a runner's state during a running workout process by analyzing contextual data obtained from sensors and GPS positioning device carried on by the runner. The running workout process is represented as a state transition diagram using the Space-Oriented Model. The state recognition is based on the state correlations with the runner's heartbeat rate and running speed. Our test results show that by utilizing the runner's state correlation, is more precise to recognize a runner's state as compared to the state judgment which is only based on detecting whether a sensed value exceeds some medical threshold value. Another function offered by the system is to provide the user an outdoor running course and may adjust the course according to the runner' speed, temperature, and course distance so as to advise the runner how to effectively burn the target amount of calories and safely achieve the exercise goal.

    元の言語English
    ホスト出版物のタイトルLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    ページ385-394
    ページ数10
    4610 LNCS
    出版物ステータスPublished - 2007
    イベント4th International Conference on Autonomic and Trusted Computing: Bringing Safe, Self-x and Organic Computing Systems into Reality, ATC 2007 - Hong Kong
    継続期間: 2007 7 112011 7 13

    出版物シリーズ

    名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    4610 LNCS
    ISSN(印刷物)03029743
    ISSN(電子版)16113349

    Other

    Other4th International Conference on Autonomic and Trusted Computing: Bringing Safe, Self-x and Organic Computing Systems into Reality, ATC 2007
    Hong Kong
    期間07/7/1111/7/13

      フィンガープリント

    ASJC Scopus subject areas

    • Computer Science(all)
    • Biochemistry, Genetics and Molecular Biology(all)
    • Theoretical Computer Science

    これを引用

    Takata, K., Tanaka, M., Jianhua, M., Huang, R., Apduhan, B. O., & Shiratori, N. (2007). A wearable system for outdoor running workout state recognition and course provision. : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (巻 4610 LNCS, pp. 385-394). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 4610 LNCS).