DocumentCode
1574488
Title
The data outlier elimination method based on grey relation
Author
Li Zhigang ; Tian Xue-yi
Author_Institution
Harbin Engineering University, School of Information and Communication Engineering, China
Volume
2
fYear
2011
Firstpage
1476
Lastpage
1478
Abstract
Some frequently used method of is data outlier elimination introduced, such as least square method and kalman filter method. On the base of this, A new method of data outlier elimination is proposed. It is based on grey relation and it proceeds the original data to find the data changing rule. Then it will make the regular data sequence at the same time it can establish the model of a differential equation. So it can eliminate the abnormal data and replace them with the prediction data. Through simulation, we can conclude that this method is feasible and it has the advantage in the field of processing the data outlier.
Keywords
grey relation; kalman filter method; least square method;
fLanguage
English
Publisher
ieee
Conference_Titel
Cross Strait Quad-Regional Radio Science and Wireless Technology Conference (CSQRWC), 2011
Conference_Location
Harbin
Print_ISBN
978-1-4244-9792-8
Type
conf
DOI
10.1109/CSQRWC.2011.6037245
Filename
6037245
Link To Document