Wrist-Worn Gesture Sensing With Wearable Intelligence

This paper presents an innovative wrist-worn device with machine learning capabilities and a wearable pressure sensor array. The device is used for monitoring different hand gestures by tracking tendon movements around the wrist. Thus, an array of PDMS-encapsulated capacitive pressure sensors is att...

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Veröffentlicht in:	IEEE sensors journal 2019-02, Vol.19 (3), p.1082-1090
Hauptverfasser:	Xiangpeng Liang, Ghannam, Rami, Heidari, Hadi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Capacitance capacitance measurement Erbium gesture recognition Hidden Markov models Hyperplanes Licenses Machine learning Polydimethylsiloxane Pressure sensors Radio frequency Real time Sensor arrays Sensor phenomena and characterization Sensors sequential minimal optimization Silicone resins Substrates Support vector machine Support vector machines wearable intelligence Wearable technology Wrist
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