Contactless WiFi sensing and monitoring for future healthcare-emerging trends, challenges, and opportunities
WiFi sensing has received recent and significant interest from academia, industry,
healthcare professionals, and other caregivers (including family members) as a potential …
healthcare professionals, and other caregivers (including family members) as a potential …
Location-and person-independent activity recognition with WiFi, deep neural networks, and reinforcement learning
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 …
activity recognition. In this article, we propose a deep learning design for location-and …
Augmenting user identification with WiFi based gesture recognition
Over the last few years, researchers have proposed several WiFi based gesture recognition
systems that can recognize predefined gestures performed by users at runtime. As most …
systems that can recognize predefined gestures performed by users at runtime. As most …
Resilient respiration rate monitoring with realtime bimodal CSI data
Vital signs, such as respiration rate, can provide useful information for personal healthcare.
In this paper, we present ResBeat, a commodity 5 GHz WiFi based system to exploit bimodal …
In this paper, we present ResBeat, a commodity 5 GHz WiFi based system to exploit bimodal …
WiMorse: A contactless morse code text input system using ambient WiFi signals
Recent years have witnessed advances of Internet of Things (IoT) technologies and their
applications to enable contactless sensing and human-computer interaction in smart homes …
applications to enable contactless sensing and human-computer interaction in smart homes …
An end-to-end deep learning framework for recognizing human-to-human interactions using Wi-Fi signals
Channel state information (CSI)-based human activity recognition plays an essential role in
various application domains, such as security, healthcare, and Internet of Things. Most …
various application domains, such as security, healthcare, and Internet of Things. Most …
[PDF][PDF] Machine Learning-Assisted Sensing Techniques for Integrated Communications and Sensing in WLANs: Current Status and Future Directions.
S Shao, M Fan, C Yu, Y Li, X Xu, H Wang - Progress In Electromagnetics …, 2022 - jpier.org
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 …
Boosting fine-grained activity sensing by embracing wireless multipath effects
With a big success in data communication, wireless signals are now exploited for fine-
grained contactless activity sensing including human respiration monitoring, finger gesture …
grained contactless activity sensing including human respiration monitoring, finger gesture …
RFID based real-time recognition of ongoing gesture with adversarial learning
At present, wireless sensing based gesture recognition is becoming a rising star due to its
convenience and non-invasiveness without privacy issues, while the strict requirement of the …
convenience and non-invasiveness without privacy issues, while the strict requirement of the …
Sok: Keylogging side channels
JV Monaco - 2018 IEEE Symposium on Security and Privacy …, 2018 - ieeexplore.ieee.org
The first keylogging side channel attack was discovered over 50 years ago when Bell
Laboratory researchers noticed an electromagnetic spike emanating from a Bell 131-B2 …
Laboratory researchers noticed an electromagnetic spike emanating from a Bell 131-B2 …