A neural network approach for the identification of micromachined accelerometers

Elena Gaura, N. C. Steele, R. J. Rider

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

Abstract

The paper presents the identification procedure for a nonlinear accelerometer using a neural network. Simulation results obtained in SPICE and Matlab show good agreement between the behaviour of the sensor over its entire working range and the identification neural network (INN) model.

Original languageEnglish
Title of host publicationTechnical Proceedings of the 1999 International Conference on Modeling and Simulation of Microsystems
PublisherComputational Publications
Pages245-248
Number of pages4
ISBN (Print)0966613546
Publication statusPublished - 1999
Externally publishedYes
Event2nd International Conference on Modeling and Simulation of Microsystems - SAN JUAN, Puerto Rico
Duration: 19 Apr 199921 Apr 1999

Conference

Conference2nd International Conference on Modeling and Simulation of Microsystems
CountryPuerto Rico
CitySAN JUAN
Period19/04/9921/04/99

Keywords

  • accelerometer
  • micromachined
  • neural network
  • identification

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