Recent years have witnessed rapid development in the research area of WiFi sensing,
which senses human activities in a contactless and non-intrusive manner. One major issue …

User identified gesture recognition is a fundamental step towards ubiquitous device-free
sensing. We propose WiHF, which first simultaneously enables cross-domain gesture …

As a cornerstone service for many Internet of Things applications, channel state information
(CSI)-based activity recognition has received immense attention over recent years …

Many HCI applications, such as volume adjustment in a gaming system, require quantitative
gesture measurement for metrics such as movement distance and direction. In this paper …

In recent years, Channel State Information (CSI) measured by WiFi is widely used for human
activity recognition. In this article, we propose a deep learning design for location-and …

Home assistant devices such as Amazon Echo and Google Home have become
tremendously popular in the last couple of years. However, due to their voice-controlled …

Wireless radio channels are known to contain information about the surrounding
propagation environment, which can be extracted using established wireless sensing …

Learning useful representations from unstructured data is one of the core challenges, as
well as a driving force, of modern data-driven approaches. Deep learning has demonstrated …

Gestures constitute an important form of nonverbal communication where bodily actions are
used for delivering messages alone or in parallel with spoken words. Recently, there exists …

Increased peripheral performance is causing strain on the memory subsystem of modern
processors. For example, available DRAM throughput can no longer sustain the traffic of a …