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Cost optimization of UAV-MEC network calculation offloading: A multi-agent reinforcement learning method
期刊论文
Ad Hoc Networks, 2022, 卷号: 136
作者:
Xue, Jianbin
;
Wu, Qingqing
;
Zhang, Haijun
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/09/22
Antennas
computation offloading
Convex optimization
Cost effectiveness
Deep learning
Energy utilization
Learning algorithms
Learning systems
Markov processes
Mobile edge computing
Multi agent systems
Power control
Reinforcement learning
Unmanned aerial vehicles (UAV)
Aerial vehicle
Computation offloading
Costs Optimization
Deep reinforcement learning
Edge computing
Multi-access edge computing
Multiaccess
Reinforcement learnings
Unmanned aerial vehicle
User equipments
On the System Performance of Mobile Edge Computing in an Uplink NOMA WSN With a Multiantenna Access Point Over Nakagami-
m
Fading
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 668-685
作者:
Van-Truong Truong, Van Nhan Vo, Dac-Binh Ha, Chakchai So-In
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2022/03/09
Mobile edge computing (MEC),Nakagami-
m
fading,offloading,selection combining (SC)/maximal ratio combining (MRC),successful computation probability (SCP),uplink nonorthogonal multiple access (NOMA),wireless sensor networks (WSNs)
A Dynamic Resource Allocation Strategy with Reinforcement Learning for Multimodal Multi-objective Optimization
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 页码: 138-152
作者:
Qian-Long Dang, Wei Xu, Yang-Fei Yuan
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/03/29
Multimodal multi-objective optimization (MMO)
dynamic resource allocating strategy (DRAS)
reinforcement learning (RL)
decision space partition
zoning search
Research on energy transmission strategy based on MEC in green communication
期刊论文
Multimedia Tools and Applications, 2022, 卷号: 81, 期号: 21, 页码: 29731-29751
作者:
Xue, Jianbin
;
Wu, Shang
;
Wang, Zesen
;
Wang, Hainiu
;
Hu, Qingchun
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/07/20
Inductive power transmission
Lagrange multipliers
Mobile edge computing
Resource allocation
Unloading
Computing services
Energy transmission
Green communications
Lower energies
Power supply
Processing delay
Renewable energies
Transmission strategies
Wireless power transmission
Wireless resource allocation
Multi-agent deep reinforcement learning for end–edge orchestrated resource allocation in industrialwireless networks
期刊论文
Frontiers of Information Technology & Electronic Engineering, 2022, 卷号: 23, 期号: 1, 页码: 47-60
作者:
Liu XY(刘晓宇)
;
Xu C(许驰)
;
Yu HB(于海斌)
;
Zeng P(曾鹏)
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/01/27
Multi-agent deep reinforcement learning
End–edge orchestrated
Industrial wireless networks
Delay
Energy consumption
Optimal Network Slicing for Service-Oriented Networks With Flexible Routing and Guaranteed E2E Latency
期刊论文
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2021, 卷号: 18, 期号: 4, 页码: 4337-4352
作者:
Chen, Wei-Kun
;
Liu, Ya-Feng
;
De Domenico, Antonio
;
Luo, Zhi-Quan
;
Dai, Yu-Hong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/04/02
Routing
Cloud computing
Network slicing
Delays
5G mobile communication
Service function chaining
Data centers
Energy efficiency
E2E delay
network function virtualization
network slicing
resource allocation
service function chain
Joint task offloading and resource allocation in vehicle-assisted multi-access edge computing
期刊论文
COMPUTER COMMUNICATIONS, 2021, 卷号: 177, 页码: 77-85
作者:
Xue, Jianbin
;
Hu, Qingchun
;
An, Yaning
;
Wang, Lu
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/10/14
Multi-access edge computing
Internet of vehicles
Resource allocation
Dynamic incentives
Stackelberg game
Network Traffic Statistics Method for Resource-Constrained Industrial Project Group Scheduling under Big Data
期刊论文
WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 卷号: 2021
作者:
Huo, Zongjie
;
Zhu, Wei
;
Pei, Pei
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2021/10/14
Rapid Flood Mapping based on Remote Sensing Cloud Computing and Sentinel-1
期刊论文
Journal of Physics: Conference Series, 2021, 卷号: 1952, 期号: 2
作者:
Li,Jianfeng
;
Wang,Jiawei
;
Ye,Huping
收藏
  |  
浏览/下载:92/0
  |  
提交时间:2021/08/19
remote sensing cloud computing
Sentinel-1
flood mapping
Integrated security control method for industrial cyber-physical system with attack and fault
期刊论文
Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2021, 卷号: 55, 期号: 6, 页码: 1185-1198
作者:
Li, Wei
;
Zhang, Jian-Jun
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/02/17
Actuators
Computation theory
Cyber Physical System
Design
Embedded systems
Fault tolerance
Network security
Numerical methods
Communication resources
Communication schemes
Computing resource
Conservative technologies
Estimation results
False data injection
Integrated security control
Lyapunov stability theory
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