Device-free Localization Based on CSI Fingerprints and Deep Neural Networks

Rui Zhou,Meng Hao,Xiang Lu,Mingjie Tang,Yang Fu

2018 15TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON SENSING, COMMUNICATION, AND NETWORKING (SECON)（2018）

Cited 42|Views50

Key words

deep neural networks,electronic devices,occasions device-free localization,WiFi Channel State Information,WiFi signals,CSI fingerprint patterns,noisy WiFi channels,raw CSI data,DNN regression,noncontributing information,density-based spatial clustering of applications with noise,principal component analysis,information extraction,mean distance error

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