471 citations · 2.2k across the 114 of their papers we have counts for
34 papers · 1 filter
Joint Participation Incentive and Network Pricing Design for Federated Learning
Ningning Ding, Lin Gao, Jianwei Huang
Federated learning protects users' data privacy through sharing users' local model parameters (instead of raw data) with a server. However, when massive users train a large machine…
6G Network AI Architecture for Everyone-Centric Customized Services
Yang Yang, Mulei Ma, Hequan Wu +51
Mobile communication standards were developed for enhancing transmission and network performance by using more radio resources and improving spectrum and energy efficiency. How to…
Optimal UAV Hitching on Ground Vehicles
Lihua Ruan, Lingjie Duan, Jianwei Huang
Due to its mobility and agility, unmanned aerial vehicle (UAV) has emerged as a promising technology for various tasks, such as sensing, inspection and delivery. However, a typical…
Pricing Fresh Data
Meng Zhang, Ahmed Arafa, Jianwei Huang +1
We introduce the concept of {\it fresh data trading}, in which a destination user requests, and pays for, fresh data updates from a source provider, and data freshness is captured…
How to Price Fresh Data
Meng Zhang, Ahmed Arafa, Jianwei Huang +1
We introduce the concept of a fresh data market, in which a destination user requests, and pays for, fresh data updates from a source provider. Data freshness is captured by the {\…
Wireless Power Transfer with Information Asymmetry: A Public Goods Perspective
Meng Zhang, Jianwei Huang, Rui Zhang
Wireless power transfer (WPT) technology enables a cost-effective and sustainable energy supply in wireless networks. However, the broadcast nature of wireless signals makes them n…
Efficient Network Sharing with Asymmetric Constraint Information
Meng Zhang, Jianwei Huang
Network sharing has become a key feature of various enablers of the next generation network, such as network function virtualization and fog computing architectures. Network utilit…
Enabling Edge Cooperation in Tactile Internet via 3C Resource Sharing
Ming Tang, Lin Gao, Jianwei Huang
Tactile Internet often requires (i) the ultra-reliable and ultra-responsive network connection and (ii) the proactive and intelligent actuation at edge devices. A promising approac…
Hybrid Pricing for Mobile Collaborative Internet Access
Meng Zhang, Lin Gao, Jianwei Huang +1
Mobile Collaborative Internet Access (MCA) enables mobile users to share their Internet through flexible tethering arrangements. This can potentially make better use of network res…
Multi-User Cooperative Mobile Video Streaming: Performance Analysis and Online Mechanism Design
Lin Gao, Ming Tang, Haitian Pang +2
Adaptive bitrate streaming enables video users to adapt their playing bitrates to the real-time network conditions, hence achieving the desirable quality-of-experience (QoE). In a…
Multi-Dimensional Auction Mechanisms for Crowdsourced Mobile Video Streaming
Ming Tang, Haitian Pang, Shou Wang +3
Crowdsourced mobile video streaming enables nearby mobile video users to aggregate network resources to improve their video streaming performances. However, users are often selfish…
Congestion-Aware Distributed Network Selection for Integrated Cellular and Wi-Fi Networks
Man Hon Cheung, Fen Hou, Jianwei Huang +1
Intelligent network selection plays an important role in achieving an effective data offloading in the integrated cellular and Wi-Fi networks. However, previously proposed network…
Efficient and Fair Collaborative Mobile Internet Access
George Iosifidis, Lin Gao, Jianwei Huang +1
The surging global mobile data traffic challenges the economic viability of cellular networks and calls for innovative solutions to reduce the network congestion and improve user e…
Spectrum Investment under Uncertainty: A Behavioral Economics Perspective
Junlin Yu, Man Hon Cheung, Jianwei Huang
In this paper, we study a virtual wireless operator's spectrum investment problem under spectrum supply uncertainty. To obtain enough spectrum resources to meet its customer demand…
Power-Delay Tradeoff with Predictive Scheduling in Integrated Cellular and Wi-Fi Networks
Haoran Yu, Man Hon Cheung, Longbo Huang +1
The explosive growth of global mobile traffic has lead to a rapid growth in the energy consumption in communication networks. In this paper, we focus on the energy-aware design of…
Time and Location Aware Mobile Data Pricing
Qian Ma, Ya-Feng Liu, Jianwei Huang
Mobile users' correlated mobility and data consumption patterns often lead to severe cellular network congestion in peak hours and hot spots. This paper presents an optimal design…
Joint Scheduling and Power Allocations for Traffic Offloading via Dual-Connectivity
Yuan Wu, Yanfei He, Liping Qian +3
With the rapid growth of mobile traffic demand, a promising approach to relieve cellular network congestion is to offload users' traffic to small-cell networks. In this paper, we i…
MINE GOLD to Deliver Green Cognitive Communications
Yuan Luo, Lin Gao, Jianwei Huang
Geo-location database-assisted TV white space network reduces the need of energy-intensive processes (such as spectrum sensing), hence can achieve green cognitive communication eff…
Spatial Spectrum Access Game
Xu Chen, Jianwei Huang
A key feature of wireless communications is the spatial reuse. However, the spatial aspect is not yet well understood for the purpose of designing efficient spectrum sharing mechan…
Imitation-based Social Spectrum Sharing
Xu Chen, Jianwei Huang
Dynamic spectrum sharing is a promising technology for improving the spectrum utilization. In this paper, we study how secondary users can share the spectrum in a distributed fashi…
Combining Spot and Futures Markets: A Hybrid Market Approach to Dynamic Spectrum Access
Lin Gao, Biying Shou, Ying-Ju Chen +1
Dynamic spectrum access is a new paradigm of secondary spectrum utilization and sharing. It allows unlicensed secondary users (SUs) to exploit opportunistically the under-utilized…
Quality of Service Games for Spectrum Sharing
Richard Southwell, Xu Chen, Jianwei Huang
Today's wireless networks are increasingly crowded with an explosion of wireless users, who have greater and more diverse quality of service (QoS) demands than ever before. However…
An Auction Approach to Distributed Power Allocation for Multiuser Cooperative Networks
Yuan Liu, Meixia Tao, Jianwei Huang
This paper studies a wireless network where multiple users cooperate with each other to improve the overall network performance. Our goal is to design an optimal distributed power…
Congestion Games on Weighted Directed Graphs, with Applications to Spectrum Sharing
Richard Southwell, Jianwei Huang, Biying Shou
With the advance of complex large-scale networks, it is becoming increasingly important to understand how selfish and spatially distributed individuals will share network resources…