Two-stage channel estimation for mmwave massive mimo systems based on resnet-unet

J Zhao, Y Wu, Q Zhang, J Liao - IEEE Systems Journal, 2023 - ieeexplore.ieee.org
For millimeter wave massive multiple-input multiple-output systems, the transceiver usually
adopts a hybrid precoding structure to reduce complexity and cost, which poses great …

Dynamic task allocation and service migration in edge-cloud iot system based on deep reinforcement learning

Y Chen, Y Sun, C Wang, T Taleb - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Edge computing (EC) extends the ability of cloud computing to the network edge to support
diverse resource-sensitive and performance-sensitive IoT applications. However, due to the …

Online distributed optimization for energy-efficient computation offloading in air-ground integrated networks

J Zhao, X Sun, X Ma, H Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Driven by ever-increasing vehicular intelligent computation-intensive and delay-sensitive
services, this paper investigates the computing offloading in unmanned aerial vehicle (UAV) …

Energy-minimized partial computation offloading for delay-sensitive applications in heterogeneous edge networks

J Bi, H Yuan, K Zhang, MC Zhou - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Mobile Devices (MDs) support various delay-sensitive and computation-intensive
applications. Yet they only have limited battery energy and computing resources, thereby …

Efficient computation offloading in multi-tier multi-access edge computing systems: A particle swarm optimization approach

LNT Huynh, QV Pham, XQ Pham, TDT Nguyen… - Applied Sciences, 2019 - mdpi.com
In recent years, multi-access edge computing (MEC) has become a promising technology
used in 5G networks based on its ability to offload computational tasks from mobile devices …

Trajectory design and access control for air–ground coordinated communications system with multiagent deep reinforcement learning

R Ding, Y Xu, F Gao, X Shen - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Unmanned-aerial-vehicle (UAV)-assisted communications has attracted increasing attention
recently. This article investigates air–ground coordinated communications system, in which …

Multiuser computation offloading and resource allocation for cloud–edge heterogeneous network

Q Chen, Z Kuang, L Zhao - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
Cloud–edge heterogeneous network is an emerging technique built on edge infrastructure,
which is based on the core of cloud computing technology and edge computing capabilities …

Efficient task allocation for computation offloading in vehicular edge computing

Z Zhang, F Zeng - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
In vehicular edge computing, the edge servers may be overloaded once too many vehicles
request the task offloading service, which will cause task offloading failure or the high …

Energy-efficient computation offloading in vehicular edge cloud computing

X Li, Y Dang, M Aazam, X Peng, T Chen… - IEEE Access, 2020 - ieeexplore.ieee.org
With the development of electrification, automation, and interconnection of the automobile
industry, the demand for vehicular computing has entered an explosive growth era. Massive …

Opportunistic access point selection for mobile edge computing networks

J Xia, L Fan, N Yang, Y Deng, TQ Duong… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In this paper, we investigate a mobile edge computing (MEC) network with two
computational access points (CAPs), where the source is equipped with multiple antennas …