Articles with "wifederated scalable" as a keyword



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WiFederated: Scalable WiFi Sensing Using Edge-Based Federated Learning

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Published in 2022 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2021.3137793

Abstract: WiFi sensing using channel state information (CSI) offers a device-free and nonintrusive method for human activity monitoring. However, the data-hungry and location-specific training process hinders its scalable deployment at large sizes. In this work, we… read more here.

Keywords: federated learning; scalable wifi; sensing using; wifi sensing ... See more keywords