Analysis of the Emission Characteristics of Field Cathodes Using Regression Models

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

The paper considers an approach to the construction and study of the emission (volt-ampere) characteristics of a system with a field electron cathode by regression analysis methods. A three-parameter model of the field electron emission signal is proposed. Estimates of the parameters of the current dependence on voltage are obtained in the framework of mathematical modeling. Estimation is carried out using a quadratic functional for linear and nonlinear models. Model selection should be determined by the analysis of so-called “regression residuals”, which are influenced by measurement errors. The validity of the application of both the linear and weighted nonlinear least-squares methods is shown as a result of mathematical modeling.

Original languageEnglish
Pages (from-to)1005-1012
Number of pages8
JournalJournal of Surface Investigation
Volume12
Issue number5
DOIs
StatePublished - Sep 2018

Scopus subject areas

  • Surfaces, Coatings and Films

Keywords

  • field electron emission
  • least-squares method
  • regression model
  • volt-ampere characteristic

Fingerprint

Dive into the research topics of 'Analysis of the Emission Characteristics of Field Cathodes Using Regression Models'. Together they form a unique fingerprint.

Cite this