测量误差分析及数据处理若干要点系列论文(三)--随机性分布统示法推荐应用  

Some Key Points of Measurement Error Analysis and Data Processing Series Papers(3)--Recommended Applications of Random Distribution Uniform Expression Method

作　　者：林洪桦[1] Lin Honghua(Bering Institute of Technology,Beijing 10081,China)

机构地区：[1]北京理工大学,北京100081

出　　处：《自动化与信息工程》2020年第3期1-6,16,共7页Automation & Information Engineering

摘　　要：阐述现代数据处理中随机性分布统示法应用,分析小样本数据处理难点与对策,详细描述β分布统示法的矩估计方法、λ分布统示法的分位数估计方法、高斯混合模型用于粒子滤波等方法应有的观念、对策与基本方法、步骤及应予关注的问题等。This paper expounds the applications of random distribution uniform expression method in modern data processing,the difficulties and countermeasures of small sample data processing are analyzed. The moment estimation method of β distribution uniform expression method, the quantile estimation method of λ distribution uniform expression method and Gaussian mixture models for particle filtering are described in detail, including concepts, countermeasures, basic methods, steps and issues that should be paid attention to.

关 键 词：数据处理 数学模型 误差 统示法 

分 类 号：TP274[自动化与计算机技术—检测技术与自动化装置]