Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks
NETWORKS & SECURITY|更新时间:2026-07-11
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Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks
Secure Computation Efficiency Resource Allocation for Massive MIMO-Enabled Mobile Edge Computing Networks
中国通信(英文版)2024年21卷第11期 页码:150-162
作者机构:
1. 1School of Electrical and Information Engineering, Zhengzhou University,Zhengzhou,China,450001
2. 2Beijing Key Laboratory of Mobile Computing and Pervasive Device and the Institute of Computing Technology, Chinese Academy of Sciences,Beijing,China,100190
the secure computation efficiency (SCE) problem is studied in a massive multipleinput multiple-output (mMIMO)-assisted mobile edge computing (MEC) network. We first derive the secure transmission rate based on the mMIMO under imperfect channel state information. Based on this
the SCE maximization problem is formulated by jointly optimizing the local computation frequency
the offloading time
the downloading time
the users and the base station transmit power. Due to its difficulty to directly solve the formulated problem
we first transform the fractional objective function into the subtractive form one via the dinkelbach method. Next
the original problem is transformed into a convex one by applying the successive convex approximation technique
and an iteration algorithm is proposed to obtain the solutions. Finally
the stimulations are conducted to show that the performance of the proposed schemes is superior to that of the other schemes.
A Two-Layer UAV Cooperative Computing Offloading Strategy Based on Deep Reinforcement Learning
Multi-Objective Optimization for Non-Panoramic VR in Mobile Edge Computing
MADDPG Based Cooperative Task Offloading in Multi-UAV-Assisted MEC Network
Computational Offloading and Resource Allocation for Internet of Vehicles Based on UAV-Assisted Mobile Edge Computing System
Multi-Objective Optimization for NOMA-Based Mobile Edge Computing Offloading by Maximizing System Utility
相关作者
Jianfei Zhang
Zhen Wang
Yun Hu
Zheng Chang
Ruimin Ren
Fukang Li
Yaping Dang
Shouyi Yang
相关机构
1School of Computer and Control Engineering, Qiqihar University
2National Demonstration Center for Experimental Electronic Information and Communications Engineering Education, Xidian University
3School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 611731, China, and also with the Faculty of Information Technology, University of Jyvä