A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network
The target tracking issue has always been the hotspot in wireless sensor network, and with the emergence of new application in multimedia and real-time transmission, new requirements are proposed for transmission performance of target tracking routing; therefore, a software-defined network–based hie...
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| Format: | Article |
| Language: | English |
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Wiley
2018-08-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/1550147718794617 |
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| _version_ | 1850170112113377280 |
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| author | Zhong-Nan Zhao Jian Wang Hong-Wei Guo |
| author_facet | Zhong-Nan Zhao Jian Wang Hong-Wei Guo |
| author_sort | Zhong-Nan Zhao |
| collection | DOAJ |
| description | The target tracking issue has always been the hotspot in wireless sensor network, and with the emergence of new application in multimedia and real-time transmission, new requirements are proposed for transmission performance of target tracking routing; therefore, a software-defined network–based hierarchical adaptive routing algorithm of wireless sensor network is proposed in this article. The algorithm takes into account both network energy and throughput, uses Hopfield neural network algorithm to calculate the optimal path among adjacent clusters as a local routing (LR), and builds the Multi-choice Knapsack Problem model based on local paths to realize end-to-end global routing, in order to realize the routing of tracking target information under multi-objective conditions. The test bed includes physical and simulation tests. Experimental results show that the proposed algorithm is superior to low energy adaptive clustering hierarchy (LEACH) and Sequential Assignment Routing under different test scenarios. |
| format | Article |
| id | doaj-art-a3757dba384c4aa0b26cb864eab4037f |
| institution | OA Journals |
| issn | 1550-1477 |
| language | English |
| publishDate | 2018-08-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-a3757dba384c4aa0b26cb864eab4037f2025-08-20T02:20:33ZengWileyInternational Journal of Distributed Sensor Networks1550-14772018-08-011410.1177/1550147718794617A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined networkZhong-Nan Zhao0Jian Wang1Hong-Wei Guo2School of Computer Science and Technology, Harbin University of Science and Technology, Harbin, ChinaSchool of Computer Science and Technology, Harbin University of Science and Technology, Harbin, ChinaDepartment of Mathematics, Heilongjiang Institute of Technology, Harbin, ChinaThe target tracking issue has always been the hotspot in wireless sensor network, and with the emergence of new application in multimedia and real-time transmission, new requirements are proposed for transmission performance of target tracking routing; therefore, a software-defined network–based hierarchical adaptive routing algorithm of wireless sensor network is proposed in this article. The algorithm takes into account both network energy and throughput, uses Hopfield neural network algorithm to calculate the optimal path among adjacent clusters as a local routing (LR), and builds the Multi-choice Knapsack Problem model based on local paths to realize end-to-end global routing, in order to realize the routing of tracking target information under multi-objective conditions. The test bed includes physical and simulation tests. Experimental results show that the proposed algorithm is superior to low energy adaptive clustering hierarchy (LEACH) and Sequential Assignment Routing under different test scenarios.https://doi.org/10.1177/1550147718794617 |
| spellingShingle | Zhong-Nan Zhao Jian Wang Hong-Wei Guo A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network International Journal of Distributed Sensor Networks |
| title | A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network |
| title_full | A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network |
| title_fullStr | A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network |
| title_full_unstemmed | A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network |
| title_short | A hierarchical adaptive routing algorithm of wireless sensor network based on software-defined network |
| title_sort | hierarchical adaptive routing algorithm of wireless sensor network based on software defined network |
| url | https://doi.org/10.1177/1550147718794617 |
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