Title :
One method to raise the estimation precision of priori distribution using information distribution
Author_Institution :
Unit 92941, Element 93, PLA, Huludao, China
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;
Conference_Titel :
Advanced Computational Intelligence (IWACI), 2011 Fourth International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-61284-374-2
DOI :
10.1109/IWACI.2011.6159966