학술논문

NOMA-based Joint Allocation and Offloading Strategy of Communication and Computing Resources
Document Type
Conference
Source
2021 International Wireless Communications and Mobile Computing (IWCMC) Wireless Communications and Mobile Computing (IWCMC), 2021 International. :1236-1243 Jun, 2021
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Cellular networks
Wireless communication
Performance evaluation
Base stations
NOMA
Device-to-device communication
Resource management
mobile edge computing (MEC)
Non-orthogonal multiple access (NOMA)
device-to -device (D2D)
game theory
Language
ISSN
2376-6506
Abstract
This paper proposes an offloading strategy for communication resources and computing resources. Based on the communication background of NOMA, this strategy combines D2D communication and cellular mobile communication to consider the use of resources in the communication process. According to the performance of communication resources, the power of cellular network users and D2D users is controlled to make the task unloading decision between users and small MEC server base stations. The purpose is to find the minimum sum of the total cost of the user group within the coverage of the entire base station. The cost is obtained from the task completion time and the base station usage payment. The experimental results show that this method can find the optimal solution of the user group cost, and it also has a good performance in user fairness. In reality, taking D2D communication into consideration for coordinated distribution in a cellular network can greatly reduce the cost of the two.