Proceedings of JSME-IIP/ASME-ISPS Joint Conference on Micromechatronics for Information and Precision Equipment : IIP/ISPS joint MIPE
Online ISSN : 2424-3132
2009
Session ID : INT-03
Conference information
INT-03 HUMAN BEHAVIOR RECOGNITION BY USING FOOT PRESSURE SENSING SHOES(Intelligent Machines I,Technical Program of Oral Presentations)
Chika SUGIMOTOKenji OZAKIRyosuke EZOEHiroshi HOSAKAHiroyuki YAMATO
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CONFERENCE PROCEEDINGS FREE ACCESS

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Abstract
Sensor shoes for measuring foot pressure distribution were developed and the analysis method to discriminate the user's movement from the foot pressure distribution was examined. Seven actions such as running and walking stairs could be respectively discriminated from 10 feature quantities extracted from 3 sensors by linear discriminant analysis and from six discriminant functions using feature quantities extracted from five sensors by canonical discriminant analysis. The evaluation results showed the high accuracy of behavior recognition.
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© 2009 The Japan Society of Mechanical Engineers
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