Classification of Three Types of Walking Activities Regarding Stairs Using Plantar Pressure Sensors

In this letter, we propose a novel method for classifying ambulatory activities using eight plantar pressure sensors within smart shoes. Using these sensors, pressure data of participants can be collected regarding level walking, stair descent, and stair ascent. Analyzing patterns of the ambulatory...

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Veröffentlicht in:	IEEE sensors journal 2017-05, Vol.17 (9), p.2638-2639
Hauptverfasser:	Jeong, Gu-Min, Truong, Phuc Huu, Choi, Sang-Il
Format:	Artikel
Sprache:	eng
Schlagworte:	activity recognition Ambulatory activity classification Feature extraction Foot Footwear Legged locomotion multi-class SVM plantar pressure Pressure sensors smart shoes Support vector machines
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