[PDF][PDF] Machine Learning-Assisted Sensing Techniques for Integrated Communications and Sensing in WLANs: Current Status and Future Directions.
Sensing is a key basis for building an intelligent environment. Using channel state
information (CSI) from the IEEE 802.11 physical layer in the wireless local access networks …
information (CSI) from the IEEE 802.11 physical layer in the wireless local access networks …
Autofi: Toward automatic wi-fi human sensing via geometric self-supervised learning
Wi-Fi sensing technology has shown superiority in smart homes among various sensors for
its cost-effective and privacy-preserving merits. It is empowered by channel state information …
its cost-effective and privacy-preserving merits. It is empowered by channel state information …
SiFall: Practical online fall detection with RF sensing
Falls are one of the leading causes of death in the elderly people aged 65 and above. In
order to prevent death by sending prompt fall detection alarms, non-invasive radio …
order to prevent death by sending prompt fall detection alarms, non-invasive radio …
CSI-based location-independent human activity recognition using feature fusion
Y Zhang, Q Liu, Y Wang, G Yu - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Channel state information (CSI)-based human activity recognition (HAR) has important
application prospects, such as smart homes, medical monitoring, and public security. Due to …
application prospects, such as smart homes, medical monitoring, and public security. Due to …
Acceleration estimation of signal propagation path length changes for wireless sensing
As indoor applications grow in diversity, wireless sensing, vital in areas like localization and
activity recognition, is attracting renewed interest. Indoor wireless sensing relies on signal …
activity recognition, is attracting renewed interest. Indoor wireless sensing relies on signal …
Deep Learning Based Fall Detection using WiFi Channel State Information
Falls have always been one of the major threats to the health and well-being of elderly
people, particularly for those living alone. Both wearable and non-wearable fall detection …
people, particularly for those living alone. Both wearable and non-wearable fall detection …
Dancingant: Body-empowered wireless sensing utilizing pervasive radiations from powerline
In recent years, wireless sensing has attracted lots of research attention with a large range of
applications enabled. However, several critical issues still hinder wireless sensing from …
applications enabled. However, several critical issues still hinder wireless sensing from …
Autodlar: a semi-supervised cross-modal contact-free human activity recognition system
WiFi-based human activity recognition (HAR) plays an essential role in various applications
such as security surveillance, health monitoring, and smart home. Existing HAR methods …
such as security surveillance, health monitoring, and smart home. Existing HAR methods …
Activity detection in indoor environments using multiple 2d lidars
In health monitoring systems for the elderly, a crucial aspect is unobtrusively and
continuously monitoring their activities to detect potentially hazardous incidents such as …
continuously monitoring their activities to detect potentially hazardous incidents such as …
{VeCare}: Statistical Acoustic Sensing for Automotive {In-Cabin} Monitoring
On average, every 10 days a child dies from in-vehicle heatstroke. The life-threatening
situation calls for an automatic Child Presence Detection (CPD) solution to prevent these …
situation calls for an automatic Child Presence Detection (CPD) solution to prevent these …