Title :
Study of polynomial curve fitting algorithm for outlier elimination
Author :
Zhang, Liang ; Qin, Yongyuan ; Zhang, Jinliang
Author_Institution :
Coll. of Autom., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
An algorithm based on polynomial curve fitting algorithm was proposed to process outlier error of flight testing data. At first, the variance of data´s noise was obtained. Then based on pauta criterion static threshold, the paper raised a method using dynamic threshold to determine and remove outlier. At last these outlier datas were replaced according to statistical properties. After repeated and recycling processing using above algorithm, all outlier could be removed completely. When all outlier errors of various flight testing data were eliminated, available testing data without outlier can be obtained.
Keywords :
aerospace computing; aircraft testing; curve fitting; polynomials; recycling; statistical analysis; dynamic threshold; flight testing data; outlier elimination; pauta criterion static threshold; polynomial curve fitting algorithm; recycling processing; statistical analysis; Aircraft; Curve fitting; Fitting; Heuristic algorithms; Noise; Polynomials; Testing; Outlier error; Polynomial Curve fitting; pauta criterion;
Conference_Titel :
Computer Science and Service System (CSSS), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9762-1
DOI :
10.1109/CSSS.2011.5974936