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20122023
most citedConvergence of Edge Computing and Deep Learning: A Comprehensive Survey

1.5k citations · 2.6k across the 69 of their papers we have counts for

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Showing 2019Show all

17 papers · 1 filter

eess.SP2019★ 2 cited

PAPR Reduction Using Iterative Clipping/Filtering and ADMM Approaches for OFDM-Based Mixed-Numerology Systems

Xiaoran Liu, Xiaoying Zhang, Lei Zhang +4

Mixed-numerology transmission is proposed to support a variety of communication scenarios with diverse requirements. However, as the orthogonal frequency division multiplexing (OFD…

eess.SP2019★ 2 cited

Secure Interference Exploitation Precoding in MISO Wiretap Channel: Destructive Region Redefinition with Efficient Solutions

Ye Fan, Xuewen Liao, Ang Li +1

In this paper, we focus on the physical layer security for a K-user multiple-input-single-output (MISO) wiretap channel in the presence of a malicious eavesdropper, where we propos…

cs.IT2019

Provisioning Energy-Efficiency and QoS for Multi-Carrier CoMP with Limited Feedback

Mohammad G. Khoshkholgh, Victor C. M. Leung, Kang G. Shin +1

We consider resource allocation (RA) in multi-carrier coordinated multi-point (CoMP) systems with limited feedback, in which a cluster of base stations (BSs), each equipped with mu…

cs.IT2019★ 3 cited

Energy-Efficient Cooperative Caching in UAV Networks

Mohammad G. Khoshkholgh, Victor C. M. Leung

For an unmanned aerial vehicle (UAV) enabled network we investigate the energy-efficiency (EE) of joint caching and cooperative communication (Fog-RAN). Since UAVs are battery- and…

cs.IT2019

Cross-Layer Scheduling and Beamforming in Smart Grid Powered Small-Cell Networks

Yanjie Dong, Md. Jahangir Hossain, Julian Cheng +1

In the small-cell networks (SCNs) with multiple small-cell base stations (ScBSs), the joint design of beamforming vectors, user scheduling and ScBS sleeping is investigated with th…

cs.IT2019

Joint Precoding and Power Control in Small-Cell Networks With Proportional-Rate MISO-BC Backhaul

Yanjie Dong, Md. Jahangir Hossain, Julian Cheng +1

In the small-cell networks with multiple-input-single-output broadcasting (MISO-BC) backhauls, the joint dirty-paper coding and power control are investigated for the \mbox{MISO-BC…

cs.IT2019★ 4 cited

Joint Fronthaul Multicast and Cooperative Beamforming for Cache-Enabled Cloud-Based Small Cell Networks: An MDS Codes-Aided Approach

Xiongwei Wu, Qiang Li, Victor C. M. Leung +1

The performance of cloud-based small cell networks (C-SCNs) relies highly on a capacity-limited fronthaul, which degrade quality of service when it is saturated. Coded caching is a…

cs.NI2019★ 1 cited

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…

cs.NI2019★ 1.5k cited

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…

cs.LG2019

Secure Distributed On-Device Learning Networks With Byzantine Adversaries

Yanjie Dong, Julian Cheng, Md. Jahangir Hossain +1

The privacy concern exists when the central server has the copies of datasets. Hence, there is a paradigm shift for the learning networks to change from centralized in-cloud learni…

cs.IT2019

Joint Long-Term Cache Allocation and Short-Term Content Delivery in Green Cloud Small Cell Networks

Xiongwei Wu, Qiang Li, Xiuhua Li +2

Recent years have witnessed an exponential growth of mobile data traffic, which may lead to a serious traffic burn on the wireless networks and considerable power consumption. Netw…

cs.NI2019

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…

cs.IT2019★ 3 cited

Coverage Performance of Aerial-Terrestrial HetNets

M. G. Khoshkholgh, Keivan Navaie, Halim Yanikomerogluy +2

Providing seamless coverage under current cellular network technologies is surmountable only through gross overengineering. Alternatively, as an economically effective solution, th…

cs.IT2019★ 3 cited

Randomized Caching in Cooperative UAV-Enabled Fog-RAN

M. G. Khoshkholgh, Keivan Navaie, Halim Yanikomerogluy +2

We consider an unmanned aerial vehicle enabled (UAV-enabled) fog-radio access network (F-RAN) in which UAVs are considered as flying remote radio heads (RRH) equipped with caching…

cs.IT2019

How Do Non-Ideal UAV Antennas Affect Air-to-Ground Communications?

M. G. Khoshkholgh, Keivan Navaie, Halim Yanikomeroglu +2

Analysis of the performance of Unmanned Aerial Vehicle (UAV)-enabled communications systems often relies upon idealized antenna characteristic, where the side-lobe gain of UAVs' an…

cs.IT2019

Caching or No Caching in Dense HetNets?

M. G. Khoshkholgh, Keivan Navaie, Kang G. Shin +2

Caching the content closer to the user equipments (UEs) in heterogenous cellular networks (HetNets) improves user-perceived Quality-of-Service (QoS) while lowering the operators ba…

cs.IT2019

Delay Analysis of Spatially-Coded MIMO-ZFBF with Retransmissions in Random Networks

Mohammad G. Khoshkholgh, Victor C. M. Leung

For a low-mobile Poisson bipolar network and under line-of-sight/non-line-of-sight (LOS/NLOS) path-loss model, we study repetitive retransmissions (RR) and blocked incremental redu…