DocumentCode :
3416155
Title :
One method to raise the estimation precision of priori distribution using information distribution
Author :
Hui Wang
Author_Institution :
Unit 92941, Element 93, PLA, Huludao, China
fYear :
2011
fDate :
19-21 Oct. 2011
Firstpage :
17
Lastpage :
19
Abstract :
Owing to factors such as test conditions and costs, the problem of small sample universally exists in the certification trial of missile weapon system. When using traditional frequency histogram law to estimate the priori distribution, the results are very sensitive to region step and inaccurate. To deal with the problem, the paper proposed one method of information distribution based soft histogram, which has proved to be more closer to the true distribution via simulation.
Keywords :
certification; estimation theory; missiles; statistical distributions; cost factor; estimation precision; frequency histogram law; information distribution; missile weapon system certification trial; priori distribution estimation; region step sensitivity; small sample problem; soft histogram; test condition factor; Estimation; Exponential distribution; Frequency estimation; Gaussian distribution; Histograms; Missiles; Presses;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computational Intelligence (IWACI), 2011 Fourth International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-61284-374-2
Type :
conf
DOI :
10.1109/IWACI.2011.6159966
Filename :
6159966
Link To Document :
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