End-to-end data collection strategy using mobile sink in wireless sensor networks
Several data collection algorithms, which are based on the combination of using mobile sinks and multiple-hop forwarding, have been proposed to prolong the network lifetime of wireless sensor networks. However, most approaches treat the collection point selection and touring path planning as two ind...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2022-03-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/15501329221077932 |
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| _version_ | 1832553154169798656 |
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| author | Xiaofeng Wu Zhuangqi Chen Yi Zhong Hui Zhu Pingjian Zhang |
| author_facet | Xiaofeng Wu Zhuangqi Chen Yi Zhong Hui Zhu Pingjian Zhang |
| author_sort | Xiaofeng Wu |
| collection | DOAJ |
| description | Several data collection algorithms, which are based on the combination of using mobile sinks and multiple-hop forwarding, have been proposed to prolong the network lifetime of wireless sensor networks. However, most approaches treat the collection point selection and touring path planning as two independent problems, which leads to a sub-optimal solution for data collection. This article proposed an ant colony optimization based end-to-end data collection strategy to perform the collection point selection and the touring path planning simultaneously. The proposed algorithm first constructs a data-forwarding tree, and then heuristically selects collection points and plans a touring path at the same time. The performance evaluation shows that the end-to-end strategy can improve the network lifetime of wireless sensor network compared to other approaches, especially in the unbalanced distribution scenario of sensors. The end-to-end strategy is also capable of being integrated with other methods. |
| format | Article |
| id | doaj-art-d1054da54ebb427da2a99f36d6c20e00 |
| institution | Kabale University |
| issn | 1550-1477 |
| language | English |
| publishDate | 2022-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-d1054da54ebb427da2a99f36d6c20e002025-02-03T05:55:25ZengWileyInternational Journal of Distributed Sensor Networks1550-14772022-03-011810.1177/15501329221077932End-to-end data collection strategy using mobile sink in wireless sensor networksXiaofeng Wu0Zhuangqi Chen1Yi Zhong2Hui Zhu3Pingjian Zhang4Public Courses Department, Guangzhou Polytechnic of Sports, Guangzhou, ChinaSchool of Software Engineering, South China University of Technology, Guangzhou, ChinaGuangzhou Center for Educational Technology, Guangzhou, ChinaSchool of Electronic and Information Engineering, South China University of Technology, Guangzhou, ChinaSchool of Software Engineering, South China University of Technology, Guangzhou, ChinaSeveral data collection algorithms, which are based on the combination of using mobile sinks and multiple-hop forwarding, have been proposed to prolong the network lifetime of wireless sensor networks. However, most approaches treat the collection point selection and touring path planning as two independent problems, which leads to a sub-optimal solution for data collection. This article proposed an ant colony optimization based end-to-end data collection strategy to perform the collection point selection and the touring path planning simultaneously. The proposed algorithm first constructs a data-forwarding tree, and then heuristically selects collection points and plans a touring path at the same time. The performance evaluation shows that the end-to-end strategy can improve the network lifetime of wireless sensor network compared to other approaches, especially in the unbalanced distribution scenario of sensors. The end-to-end strategy is also capable of being integrated with other methods.https://doi.org/10.1177/15501329221077932 |
| spellingShingle | Xiaofeng Wu Zhuangqi Chen Yi Zhong Hui Zhu Pingjian Zhang End-to-end data collection strategy using mobile sink in wireless sensor networks International Journal of Distributed Sensor Networks |
| title | End-to-end data collection strategy using mobile sink in wireless sensor networks |
| title_full | End-to-end data collection strategy using mobile sink in wireless sensor networks |
| title_fullStr | End-to-end data collection strategy using mobile sink in wireless sensor networks |
| title_full_unstemmed | End-to-end data collection strategy using mobile sink in wireless sensor networks |
| title_short | End-to-end data collection strategy using mobile sink in wireless sensor networks |
| title_sort | end to end data collection strategy using mobile sink in wireless sensor networks |
| url | https://doi.org/10.1177/15501329221077932 |
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