Abstract
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.
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References
Jain, R.: Digital Experience. Communications of ACM 44(3), 38–40 (2001)
Croft, W.B.: Information Retrieval and Computer Science: An Evolving Relationship. In: Proceedings of International Conference of SIGIR, pp. 2–3 (2003)
Gray, J.: What Next? A Dozen Information Technology Research Goal. Journal of the ACM 50(1), 41–57 (2003)
Zhang, Y., Zhou, Y.: Transparent Computing: A New Paradigm for Pervasive Computing. In: Ma, J., Jin, H., Yang, L.T., Tsai, J.J.-P. (eds.) UIC 2006. LNCS, vol. 4159, pp. 1–11. Springer, Heidelberg (2006)
Takata, K., Ma, J.: A Situation Analysis Architecture for Ubiquitous Outdoor Safety Awareness Using a Space-oriented Model. In: Proc. of the SICE Annual Conference 2005, pp. 1605–1610 (August 2005)
Milios, E., Petrakis, E.G.M.: Shape Retrieval Based on Dynamic Programming. IEEE Trans. on Image Processing 9(1), 141–147 (2000)
Hirakiba, K.: Long-distance Runner’s Physiological Sciences (in Japanese), Kyorin Shoin Publication (2004), ISBN: 4764410702
Nielen, H., Boisset, V., Masquelier, E.: Fitness and Perceived Exertion in Patients with Fibromyalgia Syndrome. Clin. J. Pain. 16, 209–213 (2000)
Strath, S.J., Swartz, A.M., Bassett Jr., D.R., O’Brien, W.L., King, G.A., Ainsworth, B.E.: Evaluation of Heart Rate as a Method for Assessing Moderate Intensity Physical Activity. Medicine and Science in Sports and Exercise 32(9), 465–470 (2000)
Tenmoku, R., Kanbara, M., Yokoya, N.: A Wearable Augmented Reality System for Navigation using Positioning Infrastructures and a Pedometer. In: Proc. 2nd IEEE/ACM Int. Sympo. on Mixed and Augmented Reality, pp. 344–345 (2003)
Lee, S.W., Mase, K., Kogure, K.: Detection of Spatio-Temporal Gait Parameters by Using Wearable Motion Sensors. In: Proceedings of The IEEE Engineering in Medicine and Biology 27th Annual Conference, Shanghai, China, pp. 6836–6839 (September 2005)
Kondo, T., Kanosue, K.: Functional Association between Body Temperature and Exercise (in Japanese). Physical Science 54(1), 19–20 (2005)
Onuki, Y.: Sports Medical Sciences (in Japanese), Chuo Hohki. Publication, pp. 143–145 (1999), ISBN: 4805818166
Guezennec, C.Y., Vallier, J.M., Bigard, A.X., Durey, A.: Increase in Energy Cost of Running at the End of a Triathlon. European Journal of Applied Physiology and Occupational Physiology 5(73), 440–444 (1996)
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Takata, K., Tanaka, M., Ma, J., Huang, R., Apduhan, B.O., Shiratori, N. (2007). A Wearable System for Outdoor Running Workout State Recognition and Course Provision. In: Xiao, B., Yang, L.T., Ma, J., Muller-Schloer, C., Hua, Y. (eds) Autonomic and Trusted Computing. ATC 2007. Lecture Notes in Computer Science, vol 4610. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73547-2_40
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DOI: https://doi.org/10.1007/978-3-540-73547-2_40
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