Reconfigurable Intelligent Surface Aided Mobile Edge Computing

no code implementations • 4 Feb 2021 • Tong Bai, Cunhua Pan, Chao Han, Lajos Hanzo

Against this background, this article provides an overview of RIS-assisted MEC systems and highlights their four use cases as well as their design challenges and solutions.

Edge-computing

Latency Minimization for Intelligent Reflecting Surface Aided Mobile Edge Computing

no code implementations • 17 Oct 2019 • Tong Bai, Cunhua Pan, Yansha Deng, Maged Elkashlan, Arumugam Nallanathan, Lajos Hanzo

In this paper, the beneficial role of IRSs is investigated in MEC systems, where single-antenna devices may opt for off-loading a fraction of their computational tasks to the edge computing node via a multi-antenna access point with the aid of an IRS.

Edge-computing

Scale Optimization for Full-Image-CNN Vehicle Detection

no code implementations • 20 Feb 2018 • Yang Gao, Shouyan Guo, Kaimin Huang, Jiaxin Chen, Qian Gong, Yang Zou, Tong Bai, Gary Overett

By selecting better scales in the region proposal input and by combining feature maps through careful design of the convolutional neural network, we improve performance on smaller objects.

Object object-detection +2