A radio link reliability prediction model for wireless sensor networks

doi:10.1504/IJSNET.2017.10007422

CORC > 合肥物质科学研究院 > 中国科学院合肥物质科学研究院 > 信息中心

	A radio link reliability prediction model for wireless sensor networks
	Sun, Wei 1; Li, Qiyue 1; Wang, Jianping 1; Chen, Liangfeng 2; Mu, Daoming 1; Yuan, Xiaojing 3
刊名	INTERNATIONAL JOURNAL OF SENSOR NETWORKS
	2018
卷号	27 期号:4 页码:215-226
关键词	link reliability model reliability prediction wireless sensor network WSN Kalman filter
ISSN号	1748-1279
DOI	10.1504/IJSNET.2017.10007422
通讯作者	Li, Qiyue(liqiyue@mail.ustc.edu.cn)
英文摘要	The wireless sensor network (WSN) has great prospects in monitoring and control of industrial plants and devices. One of the main challenges of developing WSNs for industrial applications is to satisfy their requirements for reliability with strict bounds. Accurate prediction of a radio link's reliability is helpful for upper layer protocols to optimise network level quality of service (QoS) performance. In this paper, to predict the bounds of the confidence interval of the packet reception ratio (PRR), a radio link reliability prediction (RLRP) model is proposed for describing the relation between the reliability metric's bounds and factors that affect it. Based on the RLRP model, the adaptive extended Kalman filter algorithm is adopted to predict the reliability metric. Real-world experiments were performed to demonstrate the proposed model. The results indicate that our RLRP model is accurate in predicting the bounds of link reliability, can better reflect the random characteristic of the radio link, and is more sensitive to dynamic changes of the radio link.
资助项目	National Natural Science Foundation of China[51307041] ; China Scholarship Council[201606695038]
WOS关键词	KALMAN FILTER
WOS研究方向	Computer Science ; Telecommunications
语种	英语
出版者	INDERSCIENCE ENTERPRISES LTD
WOS记录号	WOS:000441297100001
资助机构	National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; National Natural Science Foundation of China ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council ; China Scholarship Council
内容类型	期刊论文
源URL	[http://ir.hfcas.ac.cn:8080/handle/334002/37664]
专题	合肥物质科学研究院_信息中心
通讯作者	Li, Qiyue
作者单位	1.Hefei Univ Technol, Sch Elect Engn & Automat, Hefei 230009, Anhui, Peoples R China 2.Chinese Acad Sci, Hefei Inst Phys Sci, Hefei 230031, Anhui, Peoples R China 3.Univ Houston, Coll Technol, Houston, TX 77004 USA
推荐引用方式 GB/T 7714	Sun, Wei,Li, Qiyue,Wang, Jianping,et al. A radio link reliability prediction model for wireless sensor networks[J]. INTERNATIONAL JOURNAL OF SENSOR NETWORKS,2018,27(4):215-226.
APA	Sun, Wei,Li, Qiyue,Wang, Jianping,Chen, Liangfeng,Mu, Daoming,&Yuan, Xiaojing.(2018).A radio link reliability prediction model for wireless sensor networks.INTERNATIONAL JOURNAL OF SENSOR NETWORKS,27(4),215-226.
MLA	Sun, Wei,et al."A radio link reliability prediction model for wireless sensor networks".INTERNATIONAL JOURNAL OF SENSOR NETWORKS 27.4(2018):215-226.