A space-time with weight algorithm for RFID data interpolation | |
Ke, Ming1; Wang, Xin1; Tang, Jianxin1; Chen, Xuhui2 | |
2013 | |
会议日期 | August 20, 2013 - August 23, 2013 |
会议地点 | Beijing, China |
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 |
页码 | 1158-1161 |
英文摘要 | 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. |
会议录 | 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
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会议录出版者 | IEEE Computer Society |
语种 | 英语 |
内容类型 | 会议论文 |
源URL | [http://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 |
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]. 见:. Beijing, China. August 20, 2013 - August 23, 2013. |
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