An energy-efficient optimization deployment scheme for wireless sensor networks |
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Authors: | Zhiyuan Li Ruchuan Wang |
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Affiliation: | College of Computer, Nanjing University of Posts and Telecommunications, Nanjing 210003, China |
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Abstract: | Most of the current deployment schemes for Wireless Sensor Networks (WSNs) do not take the network coverage and connectivity features into account, as well as the energy consumption. This paper introduces topology control into the optimization deployment scheme, establishes the mathematical model with the minimum sum of the sensing radius of each sensors, and uses the genetic algorithm to solve the model to get the optimal coverage solution. In the optimal coverage deployment, the communication and channel allocation are further studied. Then the energy consumption model of the coverage scheme is built to analyze the performance of the scheme. Finally, the scheme is simulated through the network simulator NS-2. The results show the scheme can not only save 36% energy averagely, but also achieve 99.8% coverage rate under the condition of 45 sensors being deployed after 80 iterations. Besides, the scheme can reduce the five times interference among channels. |
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Keywords: | Wireless Sensor Networks (WSNs) Energy-efficient coverage Topology control Channel allocation Genetic algorithm |
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