Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders

Accurate stride-length estimation is a fundamental component in numerous applications, such as pedestrian dead reckoning, gait analysis, and human activity recognition. The existing stride-length estimation algorithms work relatively well in cases of walking a straight line at normal speed, but thei...

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Detalhes bibliográficos

Principais autores:	Qu Wang, Langlang Ye, Haiyong Luo, Aidong Men, Fang Zhao, Yan Huang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2019-02-01
coleção:	Sensors
Assuntos:	indoor positioning deep learning pedestrian dead reckoning walking distance stride-length estimation
Acesso em linha:	https://www.mdpi.com/1424-8220/19/4/840
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