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Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies

Subject Areas: Computer Networks and Communications; ;
ISSN: 2474-9567
SJR: 13

Open Access

Journal Article

FarSense: Pushing the Range Limit of WiFi-based Respiration Sensing with CSI Ratio of Two Antennas

Zeng, Youwei; Wu, Dan; Xiong, Jie; Yi, Enze; Gao, Ruiyang; Zhang, Daqing

2019 Electrical Engineering and Systems Science

doi:10.1145/3351279

Abstract: The past few years have witnessed the great potential of exploiting channel state information retrieved from commodity WiFi devices for respiration monitoring. However, existing approaches only work when the target is close to the WiFi transceivers and the performance degrades...
Open Access

Journal Article

Multi-task Self-Supervised Learning for Human Activity Detection

Saeed, Aaqib; Ozcelebi, Tanir; Lukkien, Johan

2019 Statistics

doi:10.1145/3328932

Abstract: Deep learning methods are successfully used in applications pertaining to ubiquitous computing, health, and well-being. Specifically, the area of human activity recognition (HAR) is primarily transformed by the convolutional and recurrent neural networks, thanks to their ability to...

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