A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks
In spite of the increasing demand for all kinds of sensing services and applications, there still lacks a clear understanding of collaborative techniques to design collaborative protocols for wireless sensor networks. This paper proposes collaborative data gathering mechanism based on fuzzy decision...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2015-08-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2015/952428 |
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| _version_ | 1849737214887460864 |
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| author | Wen Si Hui-yuan Shi Pan Liu |
| author_facet | Wen Si Hui-yuan Shi Pan Liu |
| author_sort | Wen Si |
| collection | DOAJ |
| description | In spite of the increasing demand for all kinds of sensing services and applications, there still lacks a clear understanding of collaborative techniques to design collaborative protocols for wireless sensor networks. This paper proposes collaborative data gathering mechanism based on fuzzy decision for wireless sensor networks. The proposed algorithm integrates some key parameters, for example, nodes’ residual energy level, the number of neighbors, centrality degree, and distance to the sink, into fuzzy decision. Numerical and simulation results validate the proposed algorithm for the networks in finding the optimum cluster heads and realizing better performances in clusters distribution and energy efficiency improvement. |
| format | Article |
| id | doaj-art-85e8bdc2a2674dd2b0dfbdee59a09dd5 |
| institution | DOAJ |
| issn | 1550-1477 |
| language | English |
| publishDate | 2015-08-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-85e8bdc2a2674dd2b0dfbdee59a09dd52025-08-20T03:07:00ZengWileyInternational Journal of Distributed Sensor Networks1550-14772015-08-011110.1155/2015/952428952428A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor NetworksWen Si0Hui-yuan Shi1Pan Liu2 College of Information and Computer Science, Shanghai Business School, Shanghai 201400, China Department of Environmental Science and Engineering, Fudan University, Shanghai 200433, China Shanghai Key Laboratory of Computer Software Testing & Evaluating, Shanghai 200235, ChinaIn spite of the increasing demand for all kinds of sensing services and applications, there still lacks a clear understanding of collaborative techniques to design collaborative protocols for wireless sensor networks. This paper proposes collaborative data gathering mechanism based on fuzzy decision for wireless sensor networks. The proposed algorithm integrates some key parameters, for example, nodes’ residual energy level, the number of neighbors, centrality degree, and distance to the sink, into fuzzy decision. Numerical and simulation results validate the proposed algorithm for the networks in finding the optimum cluster heads and realizing better performances in clusters distribution and energy efficiency improvement.https://doi.org/10.1155/2015/952428 |
| spellingShingle | Wen Si Hui-yuan Shi Pan Liu A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks |
| title_full | A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks |
| title_fullStr | A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks |
| title_full_unstemmed | A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks |
| title_short | A Collaborative Data Gathering Mechanism Based on Fuzzy Decision for Wireless Sensor Networks |
| title_sort | collaborative data gathering mechanism based on fuzzy decision for wireless sensor networks |
| url | https://doi.org/10.1155/2015/952428 |
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