Abstract

SADAT HASHEMIPOUR, Samane; ABOLFAZL SURATGAR, Amir  and  HOSEINI, Hamid. Noise Effect Reduction on a MEMS Based AC Voltage Reference Source Using Artificial Neural Network. J. appl. res. technol [online]. 2011, vol.9, n.1, pp.49-56. ISSN 2448-6736.

This paper presents a new method in order to reduce noise effect in an AC voltage reference source. The AC voltage reference source is implemented on MEMS technology. It uses capacitive MEMS technology. The reference is based on the characteristic AC current-voltage curve MEMS component. The multilayer neural network is used. The neural network (NN) uses the Levenberg-Marquardt (LM) method for training. The noise effect on an electronic circuit is investigated. The simulation results are very promising.

Keywords : AC voltage reference source noise effect reduction; MEMS; Neural Network.