电子器件噪声高斯性和线性的定量分析方法  

Quantitative analysis of noise's linearity and Gaussianity in electronic devices

作　　者：李伟华[1] 庄奕琪[1] 杜磊[2] 包军林[1] 马中发[1] 

机构地区：[1]西安电子科技大学宽禁带半导体材料与器件教育部重点实验室,陕西西安710071 [2]西安电子科技大学技术物理学院,陕西西安710071

出　　处：《西安电子科技大学学报》2009年第6期1059-1062,1091,共5页Journal of Xidian University

基　　金：国家自然科学基金资助(60676053)

摘　　要：基于高阶统计量理论,采用双相干系数平方和对电子器件噪声进行了定量分析.通过分析非线性非高斯信号、线性非高斯信号、非线性高斯信号、线性高斯信号,给出噪声信号的线性与高斯性的定量判定标准.将这种分析方法用于实验测量的电子器件噪声信号分析,表明电子器件噪声中存在这4种类型的信号,并可以用该方法进行有效区分.研究结果为电子器件噪声非常规特性的分析提供了理论依据与定量判据.A quantitative analysis method of noise＇s linearity and Gaussianity in electronic devices is deduced on the basis of the higher order statistics （HOS） theory, from which a parameter named the quadratic sum of the bicoherence is brought forward. Through the analysis of four types of noise signals, non-linear non-Gaussian noise, linear non-Gaussian noise, non-linear Gaussian noise, and linear Gaussian noise, a quantitative criterion for appraising the linearity and the Gaussianity of noise signals is presented. By applying this method to the analysis of real noise signals in electronic devices, it is proved that real noise signals could be clearly classified into the above-mentioned four types of noise. This work provides a theoretical basis and quantitative criterion for the analysis of noise＇s nonconventional characteristic in electronic devices.

关 键 词：电子器件的噪声 时间序列分析 高阶统计量 高斯性 线性 

分 类 号：TN386.1[电子电信—物理电子学]