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 …
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 …
SecureSense: Defending adversarial attack for secure device-free human activity recognition
Deep neural networks have empowered accurate device-free human activity recognition,
which has wide applications. Deep models can extract robust features from various sensors …
which has wide applications. Deep models can extract robust features from various sensors …
Airfi: empowering wifi-based passive human gesture recognition to unseen environment via domain generalization
WiFi-based smart human sensing technology enabled by Channel State Information (CSI)
has received great attention in recent years. However, CSI-based sensing systems suffer …
has received great attention in recent years. However, CSI-based sensing systems suffer …
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 …
TFSemantic: A Time–Frequency Semantic GAN Framework for Imbalanced Classification Using Radio Signals
Recently, wireless sensing techniques have been widely used for Internet of Things (IoT)
applications. Unlike traditional device-based sensing, wireless sensing is contactless …
applications. Unlike traditional device-based sensing, wireless sensing is contactless …
Self-supervised learning for wifi csi-based human activity recognition: A systematic study
Recently, with the advancement of the Internet of Things (IoT), WiFi CSI-based HAR has
gained increasing attention from academic and industry communities. By integrating the …
gained increasing attention from academic and industry communities. By integrating the …
[HTML][HTML] Non-contact multimodal indoor human monitoring systems: A survey
Indoor human monitoring systems are integral in various applications. They leverage a wide
range of sensors, including cameras, radio devices, and inertial measurement units, to …
range of sensors, including cameras, radio devices, and inertial measurement units, to …
Adapose: Towards cross-site device-free human pose estimation with commodity wifi
WiFi-based pose estimation is a technology with great potential for the development of smart
homes and metaverse avatar generation. However, current WiFi-based pose estimation …
homes and metaverse avatar generation. However, current WiFi-based pose estimation …
Cma: Cross-modal association between wearable and structural vibration signal segments for indoor occupant sensing
Indoor occupant sensing enables many smart home applications, and various sensing
systems have been explored. Based on their installation requirements, we consider two …
systems have been explored. Based on their installation requirements, we consider two …