485 citations · 763 across the 13 of their papers we have counts for
13 papers
Energy-Efficient Federated Learning for Edge Real-Time Vision via Joint Data, Computation, and Communication Design
Xiangwang Hou, Jingjing Wang, Fangming Guan +3
Emerging real-time computer vision (CV) applications on wireless edge devices demand energy-efficient and privacy-preserving learning. Federated learning (FL) enables on-device tra…
Lightweight Federated Learning over Wireless Edge Networks
Xiangwang Hou, Jingjing Wang, Jun Du +3
With the exponential growth of smart devices connected to wireless networks, data production is increasing rapidly, requiring machine learning (ML) techniques to unlock its value.…
Resolution Limits of Non-Adaptive 20 Questions Estimation for Tracking Multiple Moving Targets
Chunsong Sun, Lin Zhou, Jingjing Wang +3
Motivated by the practical application of beam tracking of multiple devices in Multiple Input Multiple Output (MIMO) communication, we study the problem of non-adaptive twenty ques…
Age of Incorrect Information in Semantic Communications for NOMA Aided XR Applications
Jianrui Chen, Jingjing Wang, Chunxiao Jiang +1
As an evolving successor to the mobile Internet, the extended reality (XR) devices can generate a fully digital immersive environment similar to the real world, integrating integra…
Environment-Aware AUV Trajectory Design and Resource Management for Multi-Tier Underwater Computing
Xiangwang Hou, Jingjing Wang, Tong Bai +3
The Internet of underwater things (IoUT) is envisioned to be an essential part of maritime activities. Given the IoUT devices' wide-area distribution and constrained transmit power…
Underwater Differential Game: Finite-Time Target Hunting Task with Communication Delay
Wei Wei, JingJing Wang, Jun Du +3
This work considers designing an unmanned target hunting system for a swarm of unmanned underwater vehicles (UUVs) to hunt a target with high maneuverability. Differential game the…
Age of Information in Energy Harvesting Aided Massive Multiple Access Networks
Zhengru Fang, Jingjing Wang, Yong Ren +3
Given the proliferation of the massive machine type communication devices (MTCDs) in beyond 5G (B5G) wireless networks, energy harvesting (EH) aided next generation multiple access…
Aeronautical Ad Hoc Networking for the Internet-Above-The-Clouds
Jiankang Zhang, Taihai Chen, Shida Zhong +5
The engineering vision of relying on the ``smart sky" for supporting air traffic and the ``Internet above the clouds" for in-flight entertainment has become imperative for the futu…
Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks
Jingjing Wang, Chunxiao Jiang, Haijun Zhang +3
Future wireless networks have a substantial potential in terms of supporting a broad range of complex compelling applications both in military and civilian fields, where the users…
Access Strategy in Super WiFi Network Powered by Solar Energy Harvesting: A POMDP Method
Tingwu Wang, Jian Wang, Chunxiao Jiang +2
The recently announced Super Wi-Fi Network proposal in United States is aiming to enable Internet access in a nation-wide area. As traditional cable-connected power supply system b…
Complex Network Theoretical Analysis on Information Dissemination over Vehicular Networks
Jingjing Wang, Chunxiao Jiang, Longxiang Gao +3
How to enhance the communication efficiency and quality on vehicular networks is one critical important issue. While with the larger and larger scale of vehicular networks in dense…
Mobile Data Transactions in Device-to-Device Communication Networks: Pricing and Auction
Jingjing Wang, Chunxiao Jiang, Zhi Bie +2
Device-to-Device (D2D) communication is offering smart phone users a choice to share files with each other without communicating with the cellular network. In this paper, we discus…
Aggressive Congestion Control Mechanism for Space Systems
Jingjing Wang, Chunxiao Jiang, Haijun Zhang +2
How to implement an impeccable space system-of-systems (SoS) internetworking architecture has been a significant issue in system engineering for years. Reliable data transmission i…