Ubiquitous computing, or pervasive computing, is revolutionizing the way we interact with our living environments by embedding computational intelligence into everyday objects and systems. In smart homes, this technology creates interconnected, intelligent ecosystems that enhance comfort, security, and efficiency. Our research in ubiquitous computing focuses on developing and integrating advanced sensor networks, machine learning algorithms, and Internet of Things (IoT) devices to create adaptive, context-aware home environments. These smart systems learn and anticipate user behaviors, automate home settings for personalized experiences, and ensure robust security to safeguard user data and privacy. Additionally, we explore the social and ethical dimensions of smart home technologies, addressing issues like data ownership, user autonomy, and accessibility. By advancing ubiquitous computing in smart homes, we aim to improve the quality of life for all inhabitants, making everyday living more intuitive, responsive, and sustainable.

Members

Yang YANG

Professor

Tengfei CHANG

Assistant Professor

Huangxun CHEN

Assistant Professor

Guobiao HU

Assistant Professor

Jiadong YU

Assistant Professor

Mingming FAN

Assistant Professor

Kaishun WU

Professor

Projects

2024

基于嵌入式GPU的抗量子密码标准方案高效实现

Firm: 之江实验室

Time: 2023 -

2024

基于通感算交叉融合的未来无线感知网络理论与应用研究

Firm: 广州市科技局

Time: 2024 -

2023

广东省通感算交叉融合泛在物联网重点实验室

Firm: 广东省科技厅

Time: 2023 -

Publications

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

Fairness-Aware Computation Offloading With Trajectory Optimization and Phase-Shift Design in RIS-Assisted Multi-UAV MEC Network

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: 11, 10.1109/JIOT.2024.3371395, 20547 ~ 20561

Toward Net-Zero Carbon Emissions in Network AI for 6G and Beyond

2024-04, IEEE Communications Magazine, Computer Science Computer Networks and Communications Computer Science Applications Engineering Electrical and Electronic Engineering, Q1, vol.62, issue: 4, 10.1109/MCOM.003.2300175, 58 ~ 64

Toward Scalable Wireless Federated Learning: Challenges and Solutions

2023-12, IEEE Internet of Things Magazine, TELECOMMUNICATIONS COMPUTER SCIENCE, HARDWARE & ARCHITECTURE COMPUTER SCIENCE, INFORMATION SYSTEMS ENGINEERING, ELECTRICAL & ELECTRONIC, Q1, vol.6, issue: 4, 10.1109/IOTM.001.2300099, 10 ~ 16

Multitask and Multiobjective Joint Resource Optimization for UAV-Assisted Air-Ground Integrated Networks Under Emergency Scenarios

2023-12, 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.10, issue: 23, 10.1109/JIOT.2023.3284425, 20342 ~ 20357