A Procedure for Alternate Test Feature Design and Selection

This paper is a practical illustration of the adoption of alternate tests based upon the judicious selection of the set of parameters to be considered for design as well as to be observed subsequently. The notion of signatures is introduced, and their ability to predict design accuracy is analyzed....

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Detalhes bibliográficos
Autores: Barragán Asián, Manuel José, Léger, Gildas
Formato: artículo
Estado:Versión aceptada para publicación
Fecha de publicación:2015
País:España
Recursos:Universidad de Sevilla (US)
Repositorio:idUS. Depósito de Investigación de la Universidad de Sevilla
OAI Identifier:oai:idus.us.es:11441/74372
Acesso em linha:https://hdl.handle.net/11441/74372
https://doi.org/10.1109/MDAT.2014.2361722
Access Level:acceso abierto
Palavra-chave:Alternate Test
Machine learning
Feature selection
Feature design
Descrição
Resumo:This paper is a practical illustration of the adoption of alternate tests based upon the judicious selection of the set of parameters to be considered for design as well as to be observed subsequently. The notion of signatures is introduced, and their ability to predict design accuracy is analyzed. The application is demonstrated for an RF LNA circuit.