This area emphasizes the development of efficient communication protocols and signal processing techniques to enhance connectivity, reliability, and data transmission in IoT systems, ensuring seamless interaction among devices and optimizing network performance.

Members

Danny TSANG

Professor

Lingjie DUAN

Professor

Xudong WANG

Professor

Ying CUI

Associate Professor

Hong XING

Assistant Professor

Gareth John TYSON

Associate Professor

Tengfei CHANG

Assistant Professor

Shijian GAO

Assistant Professor

Zijun GONG

Assistant Professor

Liuqing YANG

Chair Professor

Hongyu LI

Assistant Professor

Ningxin SU

Assistant Professor

Haiyun HE

Assistant Professor

Ningning DING

Assistant Professor

Shisheng HU

Assistant Professor

Projects

2022

数据驱动的在线网络资源分配算法研究

Firm: 国家科技部

Time: 2022 -

2021

Research and industrializaton of intelligent ceramic production line management and analysis platform: topic# 2 Information and Control Systems in Industrial loT: Design and Optimization

Firm: FSNH - Nanhai People’s Government of Foshan

Time: 2021 -

2021

Research and industrializaton of intelligent ceramic production line management and analysis platform: topic# 1 Multi-stage process monitoring and optimization based on big data analytics and machine learning

Firm: FSNH - Nanhai People’s Government of Foshan

Time: 2021 -

Publications

Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality

IEEE Transactions on Wireless Communications, March 2024, article number 10486201, p. 1-1

Yu, Jiadong; Alhilal, Ahmad; Zhou, Tailin; Hui, Pan; Tsang, Hin Kwok

Boosting RF-DC Rectification via Bias Voltage

Proceedings of 2024 IEEE Wireless Power Technology Conference and Expo, WPTCE 2024 / IEEE. Piscataway, NJ : IEEE, 2024, p. 390-394, article number 10557315

Liang, Tingxi; Chiu, Chi Yuk; Gupta, Sanjay; Tsang, Hin Kwok

Combining Conjugate Gradient and Momentum for Unconstrained Stochastic Optimization With Applications to Machine Learning

IEEE Internet of Things Journal, v. 11, (13), July 2024, article number 10472300, p. 23236-23254

Yuan, Yulan; Tsang, Hin Kwok; Lau, Kin Nang

Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data

IEEE Transactions on Mobile Computing, May 2024, article number 10540229, p. 1-16

Zhou, Tailin; Lin, Zehong; Zhang, Jun; Tsang, Hin Kwok

3D Question Answering for City Scene Understanding

2024-10, ACM MULTIMEDIA 2024, 2024-10-28 ~ 2024-11-01, Melbourne, Australia

Sun, Penglei; Song, Yaoxian ; Liu, Xiang; Yang, Xiaofei ; Wang, Qiang; Li, Tiefeng; Yang, Yang; Chu, Xiaowen

Privacy-Preserving Edge Intelligence: A Perspective of Constrained Bandits

2024-07, 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024-04-21 ~ 2024-04-24, Dubai, United Arab Emirates, 10.1109/WCNC57260.2024.10570929

GNN-Aided Distributed GAN with Partially Observable Social Graph

2024-07, 2024 IEEE Wireless Communications and Networking Conference (WCNC), 2024-04-21 ~ 2024-04-21, Dubai, United Arab Emirates, 10.1109/WCNC57260.2024.10570928

NOMA-Enabled Multiuser Offloading in Multicell Edge Computing Networks: A Coalition Game Based Approach

2024-10, IEEE Transactions on Network Science and Engineering, Computer Science Computer Networks and Communications Computer Science Applications Engineering Control and Systems Engineering, Q1, vol.11, issue: 2, 10.1109/TNSE.2023.3339875, 2170 ~ 2181

Task-Oriented 6G Native-AI Network Architecture

2024-01, IEEE Network, TELECOMMUNICATIONS COMPUTER SCIENCE, HARDWARE & ARCHITECTURE COMPUTER SCIENCE, INFORMATION SYSTEMS ENGINEERING, ELECTRICAL & ELECTRONIC, Q1, vol.38, issue: 1, 10.1109/MNET.2023.3321464, 219 ~ 227

NAIR: An Efficient Distributed Deep Learning Architecture for Resource Constrained IoT System

2024-06, IEEE Internet of Things Journal, Computer Science Computer Networks and Communications Computer Science Applications Hardware and Architecture Information Systems Signal Processing Decision Sciences Information Systems and Management, Q1, vol.11, issue: 12, 10.1109/JIOT.2024.3375924, 21427 ~ 21439