447 citations · 742 across the 13 of their papers we have counts for
13 papers
Wi-Fi and Bluetooth Contact Tracing Without User Intervention
Brosnan Yuen, Yifeng Bie, Duncan Cairns +5
Previous contact tracing systems required the users to perform many manual actions, such as installing smartphone applications, joining wireless networks, or carrying custom user d…
Passive Indoor Localization with WiFi Fingerprints
Minh Tu Hoang, Brosnan Yuen, Kai Ren +5
This paper proposes passive WiFi indoor localization. Instead of using WiFi signals received by mobile devices as fingerprints, we use signals received by routers to locate the mob…
Meteorologically Introduced Impacts on Aerial Channels and UAV Communications
Mengan Song, Yiming Huo, Tao Lu +2
As 5G wireless systems and networks are now being globally commercialized and deployed, more diversified application scenarios are emerging, quickly reshaping our societies and pav…
Pose-GNN : Camera Pose Estimation System Using Graph Neural Networks
Ahmed Elmoogy, Xiaodai Dong, Tao Lu +2
We propose a novel image based localization system using graph neural networks (GNN). The pretrained ResNet50 convolutional neural network (CNN) architecture is used to extract the…
Universal Activation Function For Machine Learning
Brosnan Yuen, Minh Tu Hoang, Xiaodai Dong +1
This article proposes a Universal Activation Function (UAF) that achieves near optimal performance in quantification, classification, and reinforcement learning (RL) problems. For…
A CNN-LSTM Quantifier for Single Access Point CSI Indoor Localization
Minh Tu Hoang, Brosnan Yuen, Kai Ren +5
This paper proposes a combined network structure between convolutional neural network (CNN) and long-short term memory (LSTM) quantifier for WiFi fingerprinting indoor localization…