Volume 35, Issue 5 e4599
SPECIAL ISSUE ARTICLE

Coverage optimization algorithm based on control nodes position in wireless sensor networks

Qiangyi Li

Qiangyi Li

College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China

MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing, China

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Ningzhong Liu

Corresponding Author

Ningzhong Liu

College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China

MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing, China

Correspondence

Ningzhong Liu, College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, 211106 Jiangsu, China.

Email: [email protected]

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First published: 23 September 2020
Citations: 6

Summary

Coverage is one of the basic problems that any wireless sensor network application must solve properly to achieve the expected quality of service. The communication distance of wireless sensor network nodes is limited, the initial energy is low, and many optimization objectives need to be considered in the deployment, which makes the network deployment optimization very complicated, and many problems are difficult. In essence, the deployment problem is a multidimensional nonlinear optimization problem with continuous discrete variables. In order to meet the needs of network monitoring, this article establishes a reasonable mathematical model according to the research objectives. By adjusting node position to obtain better network coverage effect, an optimization algorithm of monitoring area coverage based on control node position is proposed. By calculating the new location of nodes, more monitoring areas can be covered by the nodes. The simulation results show that the proposed algorithm can improve the coverage effect rapidly.

CONFLICTS OF INTEREST

The authors declare no conflict of interest.

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