A Probabilistic Approach for Energy Efficient Data Transmission in Pipeline Monitoring Sensor Networks
- Elsevier: Creative Commons Attribution Non-Commercial No-Derivatives License
- Publication Type:
- Journal Article
- Procedia Engineering, 2011, 24 pp. 64 - 68 (5)
- Issue Date:
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Lifetime network is the main considering problem when deploying wireless sensor networks for integrity monitoring of pipeline infrastructures. And the low network lifetime is always caused by the unbalanced energy consumption in the monitoring networks. So in this paper, a sort of data transmission approach based on probabilistic model is put forward to solve the energy consumption unbalanced and enhance the network lifetime. The optimal problem for maximum network lifetime is introduced, which is solved by artificial fish school algorithm. A series of simulation experiments are carried out to verify the effectiveness of new method. Compared with Direct and Multi-hop methods, new method not only can efficiently balance the network energy load, but also can significantly prolong the network lifetime, meeting the requirements of real-time pipeline monitoring.
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