火力与指挥控制2013，Vol.38Issue(1)：84-86,90,4.
基于LSSVM的缺失飞行数据组合填补方法
Combined Method of Complementing Missing Flight Data Based on LSSVM
杨轲 1张晓丰 2赵录峰 1李正欣1
作者信息
- 1. 空军工程大学工程学院,西安710038
- 2. 空军装备研究院装备总体论证研究所,北京100086
- 折叠
摘要
Abstract
According to the characteristics of flight data, a novel combined method of complementing missing flight data is proposed. The method takes the characteristic of variable and the relation between variables into consideration at the same time, and it combines the advantages of univariate and multivariate complementing methods which are both based on LSSVM. The experiment results show that the proposed method can strengthen reliability and enhance precision when missing flight data is complemented.关键词
飞行数据/多元时间序列/缺失数据/数据填补/最小二乘支持向量机Key words
flight data/multivariate time series/ missing data/data complement/least squares support vector machines分类
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杨轲,张晓丰,赵录峰,李正欣..基于LSSVM的缺失飞行数据组合填补方法[J].火力与指挥控制,2013,38(1):84-86,90,4.
