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A survey on human behavior recognition using channel state information
Z Wang, K Jiang, Y Hou, W Dou, C Zhang… - Ieee …, 2019 - ieeexplore.ieee.org
Recently, device-free human behavior recognition has become a hot research topic and has
achieved significant progress in the field of ubiquitous computing. Among various …
achieved significant progress in the field of ubiquitous computing. Among various …
Human activity sensing with wireless signals: A survey
Wireless networks have been widely deployed with a high demand for wireless data traffic.
The ubiquitous availability of wireless signals brings new opportunities for non-intrusive …
The ubiquitous availability of wireless signals brings new opportunities for non-intrusive …
Metafi++: Wifi-enabled transformer-based human pose estimation for metaverse avatar simulation
In the metaverse, digital avatar plays an important role in representing human beings for
various interaction with virtual objects and environments, which puts a high demand on …
various interaction with virtual objects and environments, which puts a high demand on …
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 …
Device-free occupant activity sensing using WiFi-enabled IoT devices for smart homes
Intelligent occupancy sensing is becoming a vital underpinning for various emerging
applications in smart homes, such as security surveillance and human behavior analysis …
applications in smart homes, such as security surveillance and human behavior analysis …
Multimodal CSI-based human activity recognition using GANs
Channel state information (CSI)-based human activity recognition (HAR) has received great
attention in recent years due to its advantages in privacy protection, insensitivity to …
attention in recent years due to its advantages in privacy protection, insensitivity to …
CAUTION: A Robust WiFi-based human authentication system via few-shot open-set recognition
Existing channel-state information (CSI)-based human authentication systems in the
literature require a large amount of CSI data to train deep neural network (DNN) models and …
literature require a large amount of CSI data to train deep neural network (DNN) models and …
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 …
Wi-cal: Wifi sensing and machine learning based device-free crowd counting and localization
Wireless sensing represented by WiFi channel state information (CSI) is now enabling
various fields of applications such as person identification, human activity recognition …
various fields of applications such as person identification, human activity recognition …
GaitFi: Robust device-free human identification via WiFi and vision multimodal learning
As an important biomarker for human identification, human gait can be collected at a
distance by passive sensors without subject cooperation, which plays an essential role in …
distance by passive sensors without subject cooperation, which plays an essential role in …