A space-time with weight algorithm for RFID data interpolation

doi:10.1109/GreenCom-iThings-CPSCom.2013.201

IR > 计算机与通信学院

	A space-time with weight algorithm for RFID data interpolation
	Ke, Ming1 ; Wang, Xin 1; Tang, Jianxin1 ; Chen, Xuhui 2
	2013
会议名称	2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013
会议录名称	Proceedings - 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing, GreenCom-iThings-CPSCom 2013
页码	1158-1161
会议日期	August 20, 2013 - August 23, 2013
会议地点	Beijing, China
出版者	IEEE Computer Society
摘要	To interpolate the missing data existing in RFID data streams, a space-time with weight algorithm is presented in this paper. Combining the ideology of sample interpolating method with mean value interpolating method, the algorithm employs the smoothing window technology and endows sample value and mean value with different weights, respectively. The sum of the two values with weight is adopted to interpolate the missing data. Experiments are carried out. Compared to sample interpolating method and mean value interpolating method, the presented algorithm performs well on data processing rate and interpolating accuracy rate. © 2013 IEEE.
关键词	Green computing Internet of things Interpolation Radio frequency identification (RFID) Accuracy rate Data interpolating Data interpolation Mean values Missing data Rfid data streams Smoothing windows Weight algorithm
DOI	10.1109/GreenCom-iThings-CPSCom.2013.201
收录类别	EI
语种	英语
EI入藏号	20140717310414
EI主题词	Data handling
来源库	Compendex
分类代码	716.3 Radio Systems and Equipment - 723 Computer Software, Data Handling and Applications - 723.2 Data Processing and Image Processing - 921.6 Numerical Methods
引用统计	无
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/117758
专题	计算机与通信学院
作者单位	1.School of Computer and Communication, Lanzhou University of Technology, Lanzhou, China; 2.Internet of Things Lab, Xiamen University of Technology, Xiamen, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Ke, Ming,Wang, Xin,Tang, Jianxin,et al. A space-time with weight algorithm for RFID data interpolation[C]:IEEE Computer Society,2013:1158-1161.