Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor Networks
Due to the battery limitation of wireless sensor network (WSN), there is imperative requirement of energy saving and optimization in practical application of WSN. In order to optimize the energy of WSN, in this paper, a stochastic energy model for WSN is proposed. The model is based on the continuou...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2014-05-01
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| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1155/2014/672494 |
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| _version_ | 1849691151110504448 |
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| author | DongHong Xu Ke Wang |
| author_facet | DongHong Xu Ke Wang |
| author_sort | DongHong Xu |
| collection | DOAJ |
| description | Due to the battery limitation of wireless sensor network (WSN), there is imperative requirement of energy saving and optimization in practical application of WSN. In order to optimize the energy of WSN, in this paper, a stochastic energy model for WSN is proposed. The model is based on the continuous time Markovian decision processes (CMDP) machine and spans both energy consumption and ensued transition costs. We use PRISM to analyze stochastic CMDP strategies of sensor devices as the formal framework. Simulation experiment is carried out to evaluate the model with given performance criteria. The result shows that the given model can effectively balance energy optimization and perform with high efficiency in WSN. |
| format | Article |
| id | doaj-art-e2accae46fed4d4c83d28d10f69f35ef |
| institution | DOAJ |
| issn | 1550-1477 |
| language | English |
| publishDate | 2014-05-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-e2accae46fed4d4c83d28d10f69f35ef2025-08-20T03:21:07ZengWileyInternational Journal of Distributed Sensor Networks1550-14772014-05-011010.1155/2014/672494672494Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor NetworksDongHong XuKe WangDue to the battery limitation of wireless sensor network (WSN), there is imperative requirement of energy saving and optimization in practical application of WSN. In order to optimize the energy of WSN, in this paper, a stochastic energy model for WSN is proposed. The model is based on the continuous time Markovian decision processes (CMDP) machine and spans both energy consumption and ensued transition costs. We use PRISM to analyze stochastic CMDP strategies of sensor devices as the formal framework. Simulation experiment is carried out to evaluate the model with given performance criteria. The result shows that the given model can effectively balance energy optimization and perform with high efficiency in WSN.https://doi.org/10.1155/2014/672494 |
| spellingShingle | DongHong Xu Ke Wang Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor Networks International Journal of Distributed Sensor Networks |
| title | Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor Networks |
| title_full | Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor Networks |
| title_fullStr | Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor Networks |
| title_full_unstemmed | Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor Networks |
| title_short | Stochastic Modeling and Analysis with Energy Optimization for Wireless Sensor Networks |
| title_sort | stochastic modeling and analysis with energy optimization for wireless sensor networks |
| url | https://doi.org/10.1155/2014/672494 |
| work_keys_str_mv | AT donghongxu stochasticmodelingandanalysiswithenergyoptimizationforwirelesssensornetworks AT kewang stochasticmodelingandanalysiswithenergyoptimizationforwirelesssensornetworks |