Computation-Efficient Offloading and Power Control for MEC in IoT Networks by Meta Reinforcement Learning
Due to the proliferation of devices and the availability of computing servers, mobile edge
computing (MEC) has gained popularity in executing various computational tasks. MEC …
computing (MEC) has gained popularity in executing various computational tasks. MEC …
An Improved Sparrow Search Algorithm for Location Optimization of Logistics Distribution Centers
Y Ou, L Yu, A Yan - Journal of Circuits, Systems and Computers, 2023 - World Scientific
In modern society where business development is booming, it is of great importance to
investigate location optimization of logistics distribution centers. In order to achieve greater …
investigate location optimization of logistics distribution centers. In order to achieve greater …
Deep Deterministic Policy Gradient-Based Intelligent Task Offloading for Vehicular Computing With Priority Experience Playback
With the development of Internet of Vehicles (IoV) technology, users' demand for low latency
and high-quality network services has increased. However, executing large computing tasks …
and high-quality network services has increased. However, executing large computing tasks …
A Deep Neural Network-Based Intelligent Detection Model for Manufacturing Defects of Automobile Parts
W Xu, G Liu, M Wang - Journal of Circuits, Systems and Computers, 2023 - World Scientific
Image defect detection of casting parts is a key part of the production process in the
machinery manufacturing industry. The traditional methods are ineffective because …
machinery manufacturing industry. The traditional methods are ineffective because …
Efficient Edge Server Activation and Service Association for Green Computing in MEC-Enabled Internet of Vehicles
The new-generation intelligent transportation systems (ITS) and Internet of vehicles (IoV)
integrate multi-access edge computing (MEC) with V2X and 5G/6G, providing high-quality …
integrate multi-access edge computing (MEC) with V2X and 5G/6G, providing high-quality …
Joint optimization of UAV-WPT and mixed task offloading strategies with shared mode in SAG-PIoT: A MAD4PG approach
Y Chen, X Shen, P Zhang, S Lu, L Wang, Z Wu, X Xie - Internet of Things, 2023 - Elsevier
Abstract The Space-Air-Ground Power Internet of Things (SAG-PIoT) is a promising
paradigm for the development of emerging smart grid systems, and Unmanned Aerial …
paradigm for the development of emerging smart grid systems, and Unmanned Aerial …
[HTML][HTML] 5G in healthcare: Matching game-empowered intelligent medical network slicing
Improving the healthcare system is imperative for increasing efficiency and reducing costs.
The rapid adoption of Internet of Medical Things (IoMT) has facilitated a broad range of …
The rapid adoption of Internet of Medical Things (IoMT) has facilitated a broad range of …
Federated Deep Reinforcement Learning for Task Offloading in Digital Twin Edge Networks
Digital twin edge networks provide a new paradigm that combines mobile edge computing
(MEC) and digital twins to improve network performance and reduce communication cost by …
(MEC) and digital twins to improve network performance and reduce communication cost by …
Reliable Computation Offloading of DAG Applications in Internet of Vehicles Based on Deep Reinforcement Learning
S Su, P Yuan, Y Dai - IEEE Transactions on Vehicular …, 2024 - ieeexplore.ieee.org
To solve the partial offloading problem of Directed Acyclic Graph (DAG) applications in the
Internet of Vehicles (IoV) under edge computing environment, this paper proposes a partial …
Internet of Vehicles (IoV) under edge computing environment, this paper proposes a partial …
A Bilevel Periodically Interactive Evolutionary Algorithm for Personalized Service Customization in Wireless-Powered Cooperative MEC
N Yang, HL Liu - IEEE Transactions on Emerging Topics in …, 2024 - ieeexplore.ieee.org
This article addresses the pricing scheme in a wireless-powered cooperative mobile edge
computing (WP-CoMEC) system, focusing on personalized service customization …
computing (WP-CoMEC) system, focusing on personalized service customization …