D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G Network

Aiming at the problem of device-to-device (D2D) communication mode selection and resource optimization under the joint resource allocation mode in the 5G communication network, a probabilistic integrated resource allocation strategy and a quasi-convex optimization algorithm based on channel probabil...

Full description

Bibliographic Details
Main Authors: Jun Li, Guanglin Lei, Gunasekaran Manogaran, George Mastorakis, Constandinos X. Mavromoustakis
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
5G
Online Access:https://ieeexplore.ieee.org/document/8653828/
id doaj-cb33dc2a82ae4ddbb52c1d70bf528d89
record_format Article
spelling doaj-cb33dc2a82ae4ddbb52c1d70bf528d892021-03-29T22:39:41ZengIEEEIEEE Access2169-35362019-01-017252632527310.1109/ACCESS.2019.29004228653828D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G NetworkJun Li0https://orcid.org/0000-0002-5805-4891Guanglin Lei1Gunasekaran Manogaran2https://orcid.org/0000-0003-4083-6163George Mastorakis3Constandinos X. Mavromoustakis4https://orcid.org/0000-0003-0333-8034Modern Educational Technology Center, Xinxiang Medical University, Xinxiang, ChinaModern Educational Technology Center, Xinxiang Medical University, Xinxiang, ChinaJohn Muir Institute of the Environment, University of California at Davis, Davis, CA, USADepartment of Business Administration, Technological Educational Institute of Crete Agios Nikolaos, Crete, GreeceDepartment of Computer Science, University of Nicosia, Nicosia, CyprusAiming at the problem of device-to-device (D2D) communication mode selection and resource optimization under the joint resource allocation mode in the 5G communication network, a probabilistic integrated resource allocation strategy and a quasi-convex optimization algorithm based on channel probability statistical characteristics are proposed. This strategy and algorithm guarantee D2D. Communication maximizes total system throughput while maximizing access. The analysis results show that this algorithm can significantly optimize the total throughput of the system and reduce the communication interference between the users, which proves the rationality and efficiency of the communication model. The research results obtained in Muwen can provide a theoretical basis for analyzing more complex D2D communication systems and provide a numerical basis for designing heuristic algorithms.https://ieeexplore.ieee.org/document/8653828/5GD2D communicationresource allocationresource optimization
collection DOAJ
language English
format Article
sources DOAJ
author Jun Li
Guanglin Lei
Gunasekaran Manogaran
George Mastorakis
Constandinos X. Mavromoustakis
spellingShingle Jun Li
Guanglin Lei
Gunasekaran Manogaran
George Mastorakis
Constandinos X. Mavromoustakis
D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G Network
IEEE Access
5G
D2D communication
resource allocation
resource optimization
author_facet Jun Li
Guanglin Lei
Gunasekaran Manogaran
George Mastorakis
Constandinos X. Mavromoustakis
author_sort Jun Li
title D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G Network
title_short D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G Network
title_full D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G Network
title_fullStr D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G Network
title_full_unstemmed D2D Communication Mode Selection and Resource Optimization Algorithm With Optimal Throughput in 5G Network
title_sort d2d communication mode selection and resource optimization algorithm with optimal throughput in 5g network
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2019-01-01
description Aiming at the problem of device-to-device (D2D) communication mode selection and resource optimization under the joint resource allocation mode in the 5G communication network, a probabilistic integrated resource allocation strategy and a quasi-convex optimization algorithm based on channel probability statistical characteristics are proposed. This strategy and algorithm guarantee D2D. Communication maximizes total system throughput while maximizing access. The analysis results show that this algorithm can significantly optimize the total throughput of the system and reduce the communication interference between the users, which proves the rationality and efficiency of the communication model. The research results obtained in Muwen can provide a theoretical basis for analyzing more complex D2D communication systems and provide a numerical basis for designing heuristic algorithms.
topic 5G
D2D communication
resource allocation
resource optimization
url https://ieeexplore.ieee.org/document/8653828/
work_keys_str_mv AT junli d2dcommunicationmodeselectionandresourceoptimizationalgorithmwithoptimalthroughputin5gnetwork
AT guanglinlei d2dcommunicationmodeselectionandresourceoptimizationalgorithmwithoptimalthroughputin5gnetwork
AT gunasekaranmanogaran d2dcommunicationmodeselectionandresourceoptimizationalgorithmwithoptimalthroughputin5gnetwork
AT georgemastorakis d2dcommunicationmodeselectionandresourceoptimizationalgorithmwithoptimalthroughputin5gnetwork
AT constandinosxmavromoustakis d2dcommunicationmodeselectionandresourceoptimizationalgorithmwithoptimalthroughputin5gnetwork
_version_ 1724191203903143936