Optimized algorithm of sensor node deployment for intelligent agricultural monitoring

doi:10.1016/j.compag.2016.06.001

CQUET-IR

	Optimized algorithm of sensor node deployment for intelligent agricultural monitoring
	Sai, Zou 1,2; Fan, Yang 1; Yuliang, Tang 1; Lei, Xiao 2; Yifong, Zhao 1
	2016-09-01
发表期刊	COMPUTERS AND ELECTRONICS IN AGRICULTURE
ISSN	0168-1699
EISSN	1872-7107
卷号	127 页码:76-86
摘要	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. © 2016 Elsevier B.V.
关键词	Agricultural robots Agriculture Location Monitoring Optimization Wireless sensor networks Agricultural monitoring Deployment methods Experimental simulations Intelligent monitoring Moni-toring nodes Node deployment Optimized algorithms Optimized theories
DOI	10.1016/j.compag.2016.06.001
收录类别	EI ; SCIE
语种	英语
WOS研究方向	Agriculture ; Computer Science
WOS类目	Agriculture, Multidisciplinary ; Computer Science, Interdisciplinary Applications
WOS记录号	WOS:000383527100008
出版者	Elsevier B.V., Netherlands
EI入藏号	20162402489746
EI分类号	722 Computer Systems and Equipment ; 722.3 Data Communication, Equipment and Techniques ; 821 Agricultural Equipment and Methods ; Vegetation and Pest Control ; 921.5 Optimization Techniques
原始文献类型	Journal article (JA)
出版地	OXFORD
引用统计	被引频次：30[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/3069
专题	重庆电子科技职业大学
作者单位	1.School of Information Science and Engineering, Xiamen University, Xiamen, Fujian; 361005, China; 2.Chongqing College of Electronic Engineering, Chongqing; 401331, China
第一作者单位	重庆电子科技职业大学
推荐引用方式 GB/T 7714	Sai, Zou,Fan, Yang,Yuliang, Tang,et al. Optimized algorithm of sensor node deployment for intelligent agricultural monitoring[J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE,2016,127:76-86.
APA	Sai, Zou,Fan, Yang,Yuliang, Tang,Lei, Xiao,&Yifong, Zhao.(2016).Optimized algorithm of sensor node deployment for intelligent agricultural monitoring.COMPUTERS AND ELECTRONICS IN AGRICULTURE,127,76-86.
MLA	Sai, Zou,et al."Optimized algorithm of sensor node deployment for intelligent agricultural monitoring".COMPUTERS AND ELECTRONICS IN AGRICULTURE 127(2016):76-86.