EfficientFi: Toward Large-Scale Lightweight WiFi Sensing via CSI Compression

WiFi technology has been applied to various places due to the increasing requirement of high-speed Internet access. Recently, besides network services, WiFi sensing is appealing in smart homes since it is device free, cost effective and privacy preserving. Though numerous WiFi sensing methods have b...

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Veröffentlicht in:	IEEE internet of things journal Jg. 9; H. 15; S. 13086 - 13095
Hauptverfasser:	Yang, Jianfei, Chen, Xinyan, Zou, Han, Wang, Dazhuo, Xu, Qianwen, Xie, Lihua
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.08.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Artificial neural networks Channel state information (CSI) Cloud computing Deep learning deep neural network discrete representation learning Edge computing Feature extraction Human activity recognition Internet access Internet of Things multitask learning Sensors Servers Smart buildings Smart houses variational autoencoder WiFi-based sensing Wireless access points Wireless fidelity
ISSN:	2327-4662, 2327-4662
Online-Zugang:	Volltext
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