WiFi sensing with channel state information: A survey
With the high demand for wireless data traffic, WiFi networks have experienced very rapid
growth, because they provide high throughput and are easy to deploy. Recently, Channel …
growth, because they provide high throughput and are easy to deploy. Recently, Channel …
Wireless sensing for human activity: A survey
With the advancement of wireless technologies and sensing methodologies, many studies
have shown the success of re-using wireless signals (eg, WiFi) to sense human activities …
have shown the success of re-using wireless signals (eg, WiFi) to sense human activities …
Zero-effort cross-domain gesture recognition with Wi-Fi
Wi-Fi based sensing systems, although sound as being deployed almost everywhere there
is Wi-Fi, are still practically difficult to be used without explicit adaptation efforts to new data …
is Wi-Fi, are still practically difficult to be used without explicit adaptation efforts to new data …
FarSense: Pushing the range limit of WiFi-based respiration sensing with CSI ratio of two antennas
The past few years have witnessed the great potential of exploiting channel state information
retrieved from commodity WiFi devices for respiration monitoring. However, existing …
retrieved from commodity WiFi devices for respiration monitoring. However, existing …
Two-stream convolution augmented transformer for human activity recognition
Recognition of human activities is an important task due to its far-reaching applications such
as healthcare system, context-aware applications, and security monitoring. Recently, WiFi …
as healthcare system, context-aware applications, and security monitoring. Recently, WiFi …
Integrated sensing and communication: Enabling techniques, applications, tools and data sets, standardization, and future directions
J Wang, N Varshney, C Gentile… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
The design of integrated sensing and communication (ISAC) systems has drawn recent
attention for its capacity to solve a number of challenges. Indeed, ISAC can enable …
attention for its capacity to solve a number of challenges. Indeed, ISAC can enable …
Data augmentation and dense-LSTM for human activity recognition using WiFi signal
Recent research has devoted significant efforts on the utilization of WiFi signals to recognize
various human activities. An individual's limb motions in the WiFi coverage area could …
various human activities. An individual's limb motions in the WiFi coverage area could …
Pantomime: Mid-air gesture recognition with sparse millimeter-wave radar point clouds
We introduce Pantomime, a novel mid-air gesture recognition system exploiting spatio-
temporal properties of millimeter-wave radio frequency (RF) signals. Pantomime is …
temporal properties of millimeter-wave radio frequency (RF) signals. Pantomime is …
Deep learning for edge computing applications: A state-of-the-art survey
With the booming development of Internet-of-Things (IoT) and communication technologies
such as 5G, our future world is envisioned as an interconnected entity where billions of …
such as 5G, our future world is envisioned as an interconnected entity where billions of …
ASL-3DCNN: American sign language recognition technique using 3-D convolutional neural networks
S Sharma, K Kumar - Multimedia Tools and Applications, 2021 - Springer
The communication between a person from the impaired community with a person who does
not understand sign language could be a tedious task. Sign language is the art of conveying …
not understand sign language could be a tedious task. Sign language is the art of conveying …