期刊
COMPUTERS AND ELECTRONICS IN AGRICULTURE
卷 127, 期 -, 页码 76-86出版社
ELSEVIER SCI LTD
DOI: 10.1016/j.compag.2016.06.001
关键词
Agricultural monitoring; Node deployment; Optimization; Wireless sensor network
资金
- National High-Tech R&D Program of China (863 Program) [2015AA01A705]
- Chongqing Education Science Project of China [kj1 402905, kj1 503011]
- Chongqing Twelfth Five Year plan educational projects of China [2013-ZJ-077]
- Ministry of Education and Mobile Research Fund Project of China [MCM20130661]
This paper searches for a deployment method with minimum sensor nodes to achieve agricultural intelligent monitoring. Because of the various features, topographies and complicated weather conditions, the selection of the location for deploying sensor nodes is difficult, especially in hilly areas. This paper puts forward a sensor node deployment algorithm for agricultural intelligent monitoring based on an optimized theory. It first develops a mathematical model for the node location selection. During the solution process, the features of the locations are of primary concern, as a location with more features is easier to choose than other locations. Next, a theoretical analysis and experimental simulation are carried out. Finally, OASNDFA is used in 3000 mu orange orchards in China. The result demonstrates that OASNDFA could perform relevant monitoring tasks with fewer monitoring nodes. (C) 2016 Elsevier B.V. All rights reserved.
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