[HTML][HTML] Deep unsupervised domain adaptation with time series sensor data: A survey
Sensors are devices that output signals for sensing physical phenomena and are widely
used in all aspects of our social production activities. The continuous recording of physical …
used in all aspects of our social production activities. The continuous recording of physical …
Target-oriented semi-supervised domain adaptation for WiFi-based HAR
Incorporating domain adaptation is a promising solution to mitigate the domain shift problem
of WiFi-based human activity recognition (HAR). The state-of-the-art solutions, however, do …
of WiFi-based human activity recognition (HAR). The state-of-the-art solutions, however, do …
Real-Time through-wall multihuman localization and behavior recognition based on MIMO radar
C Wang, D Zhu, L Sun, C Han… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Human localization and behavior recognition (HLBR) is an important research topic in
wireless sensing and computer vision. Most studies mainly use cameras and millimeter …
wireless sensing and computer vision. Most studies mainly use cameras and millimeter …
SAT: A Selective Adversarial Training Approach for WiFi-based Human Activity Recognition
Recently, the continuous evolution of deep learning has opened up promising avenues to
groundbreaking advancements in wireless sensing systems, which significantly enhance the …
groundbreaking advancements in wireless sensing systems, which significantly enhance the …
WiAi-ID: Wi-Fi-Based Domain Adaptation for Appearance-Independent Passive Person Identification
Y Liang, W Wu, H Li, F Han, Z Liu, P Xu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Wi-Fi signal-based person identification has become a hot research topic due to the
widespread deployment of Wi-Fi devices and the fact that these approaches are noncontact …
widespread deployment of Wi-Fi devices and the fact that these approaches are noncontact …
DA-HAR: Dual adversarial network for environment-independent WiFi human activity recognition
L Sheng, Y Chen, S Ning, S Wang, B Lian… - Pervasive and Mobile …, 2023 - Elsevier
As the cornerstone of the development of emerging integrated sensing and communication,
human activity recognition technology based on WiFi signals has been extensively studied …
human activity recognition technology based on WiFi signals has been extensively studied …
TWLBR: Multi-Human Through-Wall Localization and Behavior Recognition Based on MIMO Radar
Human localization and behavior recognition (HLBR) is an important research topic in
wireless sensing and computer vision. In existing work, most of the approaches using …
wireless sensing and computer vision. In existing work, most of the approaches using …
Target-oriented Few-shot Transferring via Measuring Task Similarity
Despite significant progress in recent years, few-shot learning (FSL) still faces two critical
challenges. Firstly, most FSL solutions in the training phase rely on exploiting auxiliary tasks …
challenges. Firstly, most FSL solutions in the training phase rely on exploiting auxiliary tasks …
Wi-Uro: Real-time Monitoring and Alarming for Urine Bags Using Commodity Wi-Fi
A urine bag is a common medical appliance widely used in clinical treatment for patients
with urinary frequency, urgency, or incontinence problems. The real-time monitoring and …
with urinary frequency, urgency, or incontinence problems. The real-time monitoring and …