A Neural Network Approach for the Identification of Micromachined Accelerometers

Gaura E.I., Steele N., Rider R.J.
Coventry University, UK

Keywords: accelerometer, identification, micromachined, neural network

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.

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Journal: TechConnect Briefs
Volume: Technical Proceedings of the 1999 International Conference on Modeling and Simulation of Microsystems
Published: April 19, 1999
Pages: 245 - 248
Industry sector: Sensors, MEMS, Electronics
Topic: Modeling & Simulation of Microsystems
ISBN: 0-9666135-4-6