Publications (7)
Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks
Tianyi Shi, Tiankui Zhang, Jonathan Loo +2
Computation offloading and resource allocation are critical in mobile edge computing (MEC) systems to handle the massive and complex requirements of applications restricted by limi…
Recent Advances in Information-Centric Networking based Internet of Things (ICN-IoT)
Sobia Arshad, Muhammad Awais Azam, Mubashir Husain Rehmani +1
Information-Centric Networking (ICN) is being realized as a promising approach to accomplish the shortcomings of current IP-address based networking. ICN models are based on naming…
PyCAT4: A Hierarchical Vision Transformer-based Framework for 3D Human Pose Estimation
Zongyou Yang, Jonathan Loo, Yinghan Hou
Recently, a significant improvement in the accuracy of 3D human pose estimation has been achieved by combining convolutional neural networks (CNNs) with pyramid grid alignment feed…
Automated Assessment of Transthoracic Echocardiogram Image Quality Using Deep Neural Networks
Robert B. Labs, Apostolos Vrettos, Jonathan Loo +1
Standard views in two-dimensional echocardiography are well established but the quality of acquired images are highly dependent on operator skills and are assessed subjectively. Th…
Joint Computation and Communication Design for UAV-Assisted Mobile Edge Computing in IoT
Tiankui Zhang, Yu Xu, Jonathan Loo +2
Unmanned aerial vehicle (UAV)-assisted mobile edge computing (MEC) system is a prominent concept, where a UAV equipped with a MEC server is deployed to serve a number of terminal d…
Joint Computing Offloading and Resource Allocation for Classification Intelligent Tasks in MEC Systems
Yuanpeng Zheng, Tiankui Zhang, Jonathan Loo +2
Mobile edge computing (MEC) enables low-latency and high-bandwidth applications by bringing computation and data storage closer to end-users. Intelligent computing is an important…