A Sensor Deployment Approach Using Improved Virtual Force Algorithm Based on Area Intensity for Multisensor Networks
Joint Authors
Bu, Xiangwei
Wei, Daozhi
Xie, Jiahao
Huang, Shucai
Source
Mathematical Problems in Engineering
Issue
Vol. 2019, Issue 2019 (31 Dec. 2019), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2019-02-27
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
Sensor deployment is one of the major concerns in multisensor networks.
This paper proposes a sensor deployment approach using improved virtual force algorithm based on area intensity for multisensor networks to realize the optimal deployment of multisensor and obtain better coverage effect.
Due to the real-time sensor detection model, the algorithm uses the intensity of sensor area to select the optimal deployment distance.
In order to verify the effectiveness of this algorithm to improve coverage quality, VFA and PSOA are selected for comparative analysis.
The simulation results show that the algorithm can achieve global coverage optimization better and improve the performance of virtual force algorithm.
It avoids the unstable coverage caused by the large amount of computation, slow convergence speed, and easily falling into local optimum, which provides a new idea for multisensor deployment.
American Psychological Association (APA)
Xie, Jiahao& Wei, Daozhi& Huang, Shucai& Bu, Xiangwei. 2019. A Sensor Deployment Approach Using Improved Virtual Force Algorithm Based on Area Intensity for Multisensor Networks. Mathematical Problems in Engineering،Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1197291
Modern Language Association (MLA)
Xie, Jiahao…[et al.]. A Sensor Deployment Approach Using Improved Virtual Force Algorithm Based on Area Intensity for Multisensor Networks. Mathematical Problems in Engineering No. 2019 (2019), pp.1-9.
https://search.emarefa.net/detail/BIM-1197291
American Medical Association (AMA)
Xie, Jiahao& Wei, Daozhi& Huang, Shucai& Bu, Xiangwei. A Sensor Deployment Approach Using Improved Virtual Force Algorithm Based on Area Intensity for Multisensor Networks. Mathematical Problems in Engineering. 2019. Vol. 2019, no. 2019, pp.1-9.
https://search.emarefa.net/detail/BIM-1197291
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1197291