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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2023-12-01
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| Series: | MethodsX |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2215016123004193 |
| _version_ | 1797405430341697536 |
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| author | Wei Lian Suo Huan Shen Hao Ma Long Yu |
| author_facet | Wei Lian Suo Huan Shen Hao Ma Long Yu |
| author_sort | Wei Lian Suo |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-03-09T03:09:48Z |
| format | Article |
| id | doaj.art-472637e2aac5422da3e13cb66640c0f6 |
| institution | Directory Open Access Journal |
| issn | 2215-0161 |
| language | English |
| last_indexed | 2024-03-09T03:09:48Z |
| publishDate | 2023-12-01 |
| publisher | Elsevier |
| record_format | Article |
| series | MethodsX |
| spelling | doaj.art-472637e2aac5422da3e13cb66640c0f62023-12-04T05:22:41ZengElsevierMethodsX2215-01612023-12-0111102423A topology control algorithm for fusion networks based on link qualityWei Lian Suo0Huan Shen Hao1Ma Long Yu2Corresponding author.; School of Information Engineering, Suqian University, SuQian, Jiangsu 223800, ChinaSchool of Information Engineering, Suqian University, SuQian, Jiangsu 223800, ChinaSchool of Information Engineering, Suqian University, SuQian, Jiangsu 223800, ChinaTo 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.http://www.sciencedirect.com/science/article/pii/S2215016123004193Wireless sensor networkTheil entropyPotential gameTopology control |
| spellingShingle | Wei Lian Suo Huan Shen Hao Ma Long Yu A topology control algorithm for fusion networks based on link quality MethodsX Wireless sensor network Theil entropy Potential game Topology control |
| 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 | Wireless sensor network Theil entropy Potential game Topology control |
| url | http://www.sciencedirect.com/science/article/pii/S2215016123004193 |
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