Improving Indoor Pedestrian Dead Reckoning for Smartphones under Magnetic Interference Using Deep Learning

As micro-electro-mechanical systems (MEMS) technology continues its rapid ascent, a growing array of smart devices are integrating lightweight, compact, and cost-efficient magnetometers and inertial sensors, paving the way for advanced human motion analysis. However, sensors housed within smartphone...

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Hlavní autoři:	Ping Zhu, Xuexiang Yu, Yuchen Han, Xingxing Xiao, Yu Liu
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-11-01
Edice:	Sensors
Témata:	magnetic interference pedestrian dead reckoning indoor positioning convolutional neural network support vector machine unscented Kalman filter
On-line přístup:	https://www.mdpi.com/1424-8220/23/23/9348
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