Network Slicing Resource Allocation Based on LSTM-D3QN with Dual Connectivity in Heterogeneous Cellular Networks

Network Slicing Resource Allocation Based on LSTM-D3QN with Dual Connectivity in Heterogeneous Cellular Networks

With the explosive growth of network traffic and the diversification of service demands, network slicing (NS) and dual connectivity (DC) are considered as promising technologies in wireless networks. In this paper, we propose a novel algorithm that solves the resource allocation problem of NS in het...

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Bibliographic Details
Main Authors: Geng Chen, Xinzheng Mu, Fei Shen, Qingtian Zeng
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Applied Sciences
Subjects:
heterogeneous cellular network
network slicing
dual connectivity
dueling double deep Q-network (D3QN)
long short-term memory (LSTM)
network utility
Online Access:https://www.mdpi.com/2076-3417/12/18/9315

Internet

https://www.mdpi.com/2076-3417/12/18/9315

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