Privacy-preserving cross-environment human activity recognition
Recent studies have demonstrated the success of using the channel state information (CSI)
from the WiFi signal to analyze human activities in a fixed and well-controlled environment …
from the WiFi signal to analyze human activities in a fixed and well-controlled environment …
Device-free location-independent human activity recognition using transfer learning based on CNN
X Ding, T Jiang, Y Li, W Xue… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Device-free human activity recognition based on wireless signal is becoming a vital
underpinning for various emerging applications in human-computer interaction (HCI) …
underpinning for various emerging applications in human-computer interaction (HCI) …
Privacy-preserving activity recognition using multimodal sensors in smart office
Developing a human activity recognition (HAR) system for employees is essential to
incorporate intelligence into smart office environments, enabling various human-centered …
incorporate intelligence into smart office environments, enabling various human-centered …
CSITime: Privacy-preserving human activity recognition using WiFi channel state information
Human activity recognition (HAR) is an important task in many applications such as smart
homes, sports analysis, healthcare services, etc. Popular modalities for human activity …
homes, sports analysis, healthcare services, etc. Popular modalities for human activity …
Multi-modal human action recognition with sub-action exploiting and class-privacy preserved collaborative representation learning
C Liang, D Liu, L Qi, L Guan - IEEE Access, 2020 - ieeexplore.ieee.org
Multimodal human action recognition with depth sensors has drawn wide attention, due to its
potential applications such as health-care monitoring, smart buildings/home, intelligent …
potential applications such as health-care monitoring, smart buildings/home, intelligent …
Wearable computing for Internet of Things: A discriminant approach for human activity recognition
With the rapid development of the wireless sensor network and the continuous improvement
of its key technologies, the concept of Internet of Things has been encouraged and extended …
of its key technologies, the concept of Internet of Things has been encouraged and extended …
A survey on CSI-based human behavior recognition in through-the-wall scenario
Z Wang, K Jiang, Y Hou, Z Huang, W Dou… - IEEE …, 2019 - ieeexplore.ieee.org
Recent years have witnessed increasing research interest in human behavior recognition as
it provides attractive applications in various sensing scenarios. Among these encouraging …
it provides attractive applications in various sensing scenarios. Among these encouraging …
Cross-Modal Federated Human Activity Recognition
Federated human activity recognition (FHAR) has attracted much attention due to its great
potential in privacy protection. Existing FHAR methods can collaboratively learn a global …
potential in privacy protection. Existing FHAR methods can collaboratively learn a global …
Cross-modal federated human activity recognition via modality-agnostic and modality-specific representation learning
In this paper, we propose a new task of cross-modal federated human activity recognition
(CMF-HAR), which is conducive to promote the large-scale use of the HAR model on more …
(CMF-HAR), which is conducive to promote the large-scale use of the HAR model on more …
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 …