Title :
Improvement of the chaotic response in MEMS with fuzzy control implemented by ANN
Author :
Joan Barcel?;Zlatica Marinkovi?;Vera Markovi?;Jaume Verd
Author_Institution :
University of Balearic Islands, Electronic Systems Group, Dept of Physics, 07122 Palma, Illes Balears, Spain
Abstract :
Even when the conditions to achieve robust chaotic response in nonlinear MEMS oscillators are verified, the attainment of the proper parameters for chaotic signal generation is not immediate. This paper presents for the first time a control method based on fuzzy logic and artificial neural networks to maximize the chaotic response, and tests its effectiveness through numerical simulations of a cc-beam MEMS resonator model designed in a commercial CMOS technology.
Keywords :
"Micromechanical devices","Chaotic communication","Artificial neural networks","Mathematical model","Oscillators","Optical resonators"
Conference_Titel :
Telecommunication in Modern Satellite, Cable and Broadcasting Services (TELSIKS), 2015 12th International Conference on
Print_ISBN :
978-1-4673-7515-3
DOI :
10.1109/TELSKS.2015.7357738
