Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor Networks
The service-oriented architecture is considered as a new emerging trend for the future of wireless sensor networks in which different types of sensors can be deployed in the same area to support various service requirements. The accuracy of the sensed data is one of the key criterions because it is...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi - SAGE Publishing
2013-04-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2013/527965 |
| _version_ | 1797710985568452608 |
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| author | Hongju Cheng Ronglie Guo Yuzhong Chen |
| author_facet | Hongju Cheng Ronglie Guo Yuzhong Chen |
| author_sort | Hongju Cheng |
| collection | DOAJ |
| description | The service-oriented architecture is considered as a new emerging trend for the future of wireless sensor networks in which different types of sensors can be deployed in the same area to support various service requirements. The accuracy of the sensed data is one of the key criterions because it is generally a noisy version of the physical phenomenon. In this paper, we study the node selection problem with data accuracy guarantee in service-oriented wireless sensor networks. We exploit the spatial correlation between the service data and aim at selecting minimum number of nodes to provide services with data accuracy guaranteed. Firstly, we have formulated this problem into an integer nonlinear programming problem to illustrate its NP-hard property. Secondarily, we have proposed two heuristic algorithms, namely, Separate Selection Algorithm (SSA) and Combined Selection Algorithm (CSA). The SSA is designed to select nodes for each service in a separate way, and the CSA is designed to select nodes according to their contribution increment. Finally, we compare the performance of the proposed algorithms with extended simulations. The results show that CSA has better performance compared with SSA. |
| first_indexed | 2024-03-12T07:00:23Z |
| format | Article |
| id | doaj.art-b504d5f1f3d44248b78da677dd4664f7 |
| institution | Directory Open Access Journal |
| issn | 1550-1477 |
| language | English |
| last_indexed | 2024-03-12T07:00:23Z |
| publishDate | 2013-04-01 |
| publisher | Hindawi - SAGE Publishing |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj.art-b504d5f1f3d44248b78da677dd4664f72023-09-02T23:45:42ZengHindawi - SAGE PublishingInternational Journal of Distributed Sensor Networks1550-14772013-04-01910.1155/2013/527965Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor NetworksHongju ChengRonglie GuoYuzhong ChenThe service-oriented architecture is considered as a new emerging trend for the future of wireless sensor networks in which different types of sensors can be deployed in the same area to support various service requirements. The accuracy of the sensed data is one of the key criterions because it is generally a noisy version of the physical phenomenon. In this paper, we study the node selection problem with data accuracy guarantee in service-oriented wireless sensor networks. We exploit the spatial correlation between the service data and aim at selecting minimum number of nodes to provide services with data accuracy guaranteed. Firstly, we have formulated this problem into an integer nonlinear programming problem to illustrate its NP-hard property. Secondarily, we have proposed two heuristic algorithms, namely, Separate Selection Algorithm (SSA) and Combined Selection Algorithm (CSA). The SSA is designed to select nodes for each service in a separate way, and the CSA is designed to select nodes according to their contribution increment. Finally, we compare the performance of the proposed algorithms with extended simulations. The results show that CSA has better performance compared with SSA.https://doi.org/10.1155/2013/527965 |
| spellingShingle | Hongju Cheng Ronglie Guo Yuzhong Chen Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor Networks |
| title_full | Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor Networks |
| title_fullStr | Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor Networks |
| title_full_unstemmed | Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor Networks |
| title_short | Node Selection Algorithms with Data Accuracy Guarantee in Service-Oriented Wireless Sensor Networks |
| title_sort | node selection algorithms with data accuracy guarantee in service oriented wireless sensor networks |
| url | https://doi.org/10.1155/2013/527965 |
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