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A topology control algorithm for fusion networks based on link quality
To extend the network life, an ordinal potential game is introduced into network topology control, and a network topology control algorithm based on the Theil entropy measure is designed by improving the revenue function. The revenue function is based on the Theil entropy measure, whose factors are...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577066/ https://www.ncbi.nlm.nih.gov/pubmed/37846353 http://dx.doi.org/10.1016/j.mex.2023.102423 |
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author | Lian Suo, Wei Shen Hao, Huan Long Yu, Ma |
author_facet | Lian Suo, Wei Shen Hao, Huan Long Yu, Ma |
author_sort | Lian Suo, Wei |
collection | PubMed |
description | To extend the network life, an ordinal potential game is introduced into network topology control, and a network topology control algorithm based on the Theil entropy measure is designed by improving the revenue function. The revenue function is based on the Theil entropy measure, whose factors are in the residual energy of the nodes and their neighbors. By using a primary payoff function that considers all initial network factors and a secondary one that addresses connectivity in case of reduced residual energy, a segmentation function can calculate the model's payoff. Simulation experiments show that compared to the existing game algorithms of 3DK-RNG, DEBA, and EFPC, the proposed algorithm can effectively eliminate redundant links, reduce node degree and network link length, balance node energy consumption, enhance network load, and extend the network life cycle. • A Network Topology Control Algorithm Based on the Fusion of Thiel Entropy and Ordinal Potential Games. • A network topology control method for extending the network lifecycle is successfully established. • It proposes that the performance of the fusion topology control algorithm is significantly superior to other single algorithms in the paper. |
format | Online Article Text |
id | pubmed-10577066 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105770662023-10-16 A topology control algorithm for fusion networks based on link quality Lian Suo, Wei Shen Hao, Huan Long Yu, Ma MethodsX Computer Science To extend the network life, an ordinal potential game is introduced into network topology control, and a network topology control algorithm based on the Theil entropy measure is designed by improving the revenue function. The revenue function is based on the Theil entropy measure, whose factors are in the residual energy of the nodes and their neighbors. By using a primary payoff function that considers all initial network factors and a secondary one that addresses connectivity in case of reduced residual energy, a segmentation function can calculate the model's payoff. Simulation experiments show that compared to the existing game algorithms of 3DK-RNG, DEBA, and EFPC, the proposed algorithm can effectively eliminate redundant links, reduce node degree and network link length, balance node energy consumption, enhance network load, and extend the network life cycle. • A Network Topology Control Algorithm Based on the Fusion of Thiel Entropy and Ordinal Potential Games. • A network topology control method for extending the network lifecycle is successfully established. • It proposes that the performance of the fusion topology control algorithm is significantly superior to other single algorithms in the paper. Elsevier 2023-10-10 /pmc/articles/PMC10577066/ /pubmed/37846353 http://dx.doi.org/10.1016/j.mex.2023.102423 Text en © 2023 The Authors. Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Computer Science Lian Suo, Wei Shen Hao, Huan Long Yu, Ma A topology control algorithm for fusion networks based on link quality |
title | A topology control algorithm for fusion networks based on link quality |
title_full | A topology control algorithm for fusion networks based on link quality |
title_fullStr | A topology control algorithm for fusion networks based on link quality |
title_full_unstemmed | A topology control algorithm for fusion networks based on link quality |
title_short | A topology control algorithm for fusion networks based on link quality |
title_sort | topology control algorithm for fusion networks based on link quality |
topic | Computer Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10577066/ https://www.ncbi.nlm.nih.gov/pubmed/37846353 http://dx.doi.org/10.1016/j.mex.2023.102423 |
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