1.5k citations · 2.6k across the 69 of their papers we have counts for
15 papers · 1 filter
AI-aided Traffic Control Scheme for M2M Communications in the Internet of Vehicles
Haijun Zhang, Minghui Jiang, Xiangnan Liu +2
Due to the rapid growth of data transmissions in internet of vehicles (IoV), finding schemes that can effectively alleviate access congestion has become an important issue. Recentl…
Cooperative Multi-Agent Reinforcement Learning Based Distributed Dynamic Spectrum Access in Cognitive Radio Networks
Xiang Tan, Li Zhou, Haijun Wang +5
With the development of the 5G and Internet of Things, amounts of wireless devices need to share the limited spectrum resources. Dynamic spectrum access (DSA) is a promising paradi…
Cognitive Information Measurements: A New Perspective
Min Chen, Yixue Hao, Hamid Gharavi +1
From a traditional point of view, the value of information does not change during transmission. The Shannon information theory considers information transmission as a statistical p…
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey
Xiaofei Wang, Yiwen Han, Victor C. M. Leung +3
Ubiquitous sensors and smart devices from factories and communities are generating massive amounts of data, and ever-increasing computing power is driving the core of computation a…
Enhanced Energy-Efficient Downlink Resource Allocation in Green Non-Orthogonal Multiple Access Systems
Rukhsana Ruby, Shuxin Zhong, Derrick Wing Kwan Ng +2
Despite numerous advantages, non-orthogonal multiple access (NOMA) technique can bring additional interference for the neighboring ultra-dense networks if the power consumption of…
An Edge Computing Empowered Radio Access Network With UAV-Mounted FSO Fronthaul and Backhaul: Key Challenges and Approaches
Yanjie Dong, Md. Zoheb Hassan, Julian Cheng +2
One promising approach to address the supply-demand mismatch between the terrestrial infrastructure and the temporary and/or unexpected traffic demands is to leverage the unmanned…
D2D Big Data: Content Deliveries over Wireless Device-to-Device Sharing in Large Scale Mobile Networks
Xiaofei Wang, Yuhua Zhang, Victor C. M. Leung +2
Recently the topic of how to effectively offload cellular traffic onto device-to-device (D2D) sharing among users in proximity has been gaining more and more attention of global re…
Secure Beamforming in Full-Duplex SWIPT Systems With Loopback Self-Interference Cancellation
Yanjie Dong, Ahmed El Shafie, Md. Jahangir Hossain +3
Security is a critical issue in full duplex (FD) communication systems due to the broadcast nature of wireless channels. In this paper, joint design of information and artificial n…
Heterogeneous Services Provisioning in Small Cell Networks with Cache and Mobile Edge Computing
Zhiyuan Tan, F. Richard Yu, Xi Li +2
In the area of full duplex (FD)-enabled small cell networks, limited works have been done on consideration of cache and mobile edge communication (MEC). In this paper, a virtual FD…
Delay-Optimal Biased User Association in Heterogeneous Networks
Fancheng Kong, Xinghua Sun, Victor C. M. Leung +1
In heterogeneous networks (HetNets), load balancing among different tiers can be effectively achieved by a biased user association scheme with which each user chooses to associate…
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…
Dynamic Resource Allocation in Next Generation Cellular Networks with Full-Duplex Self-backhauls
Lei Chen, F. Richard Yu, Hong Ji +2
With the dense deployment of small cell networks, low-cost backhaul schemes for small cell base stations (SBSs) have attracted great attentions. Self-backhaul using cellular commun…
Distributed Virtual Resource Allocation in Small Cell Networks with Full Duplex Self-backhauls and Virtualization
Lei Chen, F. Richard Yu, Hong Ji +2
Wireless network virtualization has attracted great attentions from both academia and industry. Another emerging technology for next generation wireless networks is in-band full du…
Reinforcement Learning Based Transmission Strategy of Cognitive User in IEEE 802.11 based Networks
Rukhsana Ruby, Victor C. M. Leung, John Sydor
Traditional concept of cognitive radio is the coexistence of primary and secondary user in multiplexed manner. we consider the opportunistic channel access scheme in IEEE 802.11 ba…
Performance Analysis of a Heterogeneous Traffic Scheduler using Large Deviation Principle
Rukhsana Ruby, Victor C. M. Leung
In this paper, we study the stability of light traffic achieved by a scheduling algorithm which is suitable for heterogeneous traffic networks. Since analyzing a scheduling algorit…