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...
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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 |
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1724191203903143936 |