Recent Advances in Pedestrian Navigation Activity Recognition: A Review

Pedestrian navigation activity recognition (PNAR) has a significant impact on positioning and tracking performance. Smartphone-based PNAR utilizes measurements from sensors embedded in smartphone to identify pedestrian motion mode and smartphone usage mode. Compared with other PNAR technologies, sma...

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Veröffentlicht in:	IEEE sensors journal 2022-04, Vol.22 (8), p.7499-7518
Hauptverfasser:	Wang, Qu, Luo, Haiyong, Wang, Jianquan, Sun, Lei, Ma, Zhangchao, Zhang, Chaoyi, Fu, Meixia, Zhao, Fang
Format:	Artikel
Sprache:	eng
Schlagworte:	Activity recognition Feature extraction Hidden Markov models human activity recognition Legged locomotion Navigation Navigation systems pedestrian navigation activity Pedestrian positioning Performance evaluation public dataset Research methodology Sensors Smartphones Workflow
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