Commodity WiFi sensing in ten years: Status, challenges, and opportunities
The prevalence of WiFi devices and ubiquitous coverage of WiFi networks provide us the
opportunity to extend WiFi capabilities beyond communication, particularly in sensing the …
opportunity to extend WiFi capabilities beyond communication, particularly in sensing the …
Occupancy detection and localization strategies for demand modulated appliance control in Internet of Things enabled home energy management system
Smart scheduling of domestic appliances based on user demand is an important aspect of
any home energy management system. Such a demand driven operation can be performed …
any home energy management system. Such a demand driven operation can be performed …
Semantic-aware sensing information transmission for metaverse: A contest theoretic approach
With the advancement of network and computer technologies, virtual cyberspace keeps
evolving, and Metaverse is the main representative. As an irreplaceable technology that …
evolving, and Metaverse is the main representative. As an irreplaceable technology that …
A CSI-based human activity recognition using deep learning
The Internet of Things (IoT) has become quite popular due to advancements in Information
and Communications technologies and has revolutionized the entire research area in …
and Communications technologies and has revolutionized the entire research area in …
SenseFi: A library and benchmark on deep-learning-empowered WiFi human sensing
Over the recent years, WiFi sensing has been rapidly developed for privacy-preserving,
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
ubiquitous human-sensing applications, enabled by signal processing and deep-learning …
Deep learning for radio-based human sensing: Recent advances and future directions
While decade-long research has clearly demonstrated the vast potential of radio frequency
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …
(RF) for many human sensing tasks, scaling this technology to large scenarios remained …
A unified framework for guiding generative ai with wireless perception in resource constrained mobile edge networks
With the significant advancements in artificial intelligence (AI) technologies and
computational capabilities, generative AI (GAI) has become a pivotal digital content …
computational capabilities, generative AI (GAI) has become a pivotal digital content …
Wi-COVID: A COVID-19 symptom detection and patient monitoring framework using WiFi
Abstract The current SARS-CoV-2, better know as COVID-19, has emerged as a serious
pandemic with life-threatening clinical manifestations and a high mortality rate. One of the …
pandemic with life-threatening clinical manifestations and a high mortality rate. One of the …
Human activity recognition using CSI information with nexmon
J Schäfer, BR Barrsiwal, M Kokhkharova, H Adil… - Applied Sciences, 2021 - mdpi.com
Using Wi-Fi IEEE 802.11 standard, radio frequency waves are mainly used for
communication on various devices such as mobile phones, laptops, and smart televisions …
communication on various devices such as mobile phones, laptops, and smart televisions …
MUSE-Fi: Contactless muti-person sensing exploiting near-field Wi-Fi channel variation
Having been studied for more than a decade, Wi-Fi human sensing still faces a major
challenge in the presence of multiple persons, simply because the limited bandwidth of Wi …
challenge in the presence of multiple persons, simply because the limited bandwidth of Wi …