Title :
Describing function based analysis of the characteristics of chaotic behavior in the jerk dynamic system
Author :
Barragan, A.C. ; Soriano, J.J.
Author_Institution :
Electron. Eng. Dept., District Univ. Francisco Jose de Caldas, Bogota, Colombia
Abstract :
The study of nonlinear dynamic systems that may have chaotic behavior has been an investigation field of interest in recent years. Deeper analysis of methods to find chaotic patterns in nonlinear systems has been done; however, these methods are complex and require exhaustive data analysis. The describing function method hasn´t been associated much to the dynamics of chaos. This method provides useful information of the oscillatory behavior of a system, in a more direct and simple way. It is for this reason that this article bases the analysis of a classical chaotic system, on the describing function method. First an analysis over a group of nonlinear functions that generate chaotic behavior in the jerk system is performed, these functions have different characteristics from each other, allowing assess the most plausible scenarios in the dynamic system. Then a mathematical tool for the analysis of chaos in the frequency domain is presented through the describing function. Finally the results obtained by the analysis of the describing function are shown and checked with simulations.
Keywords :
chaos; nonlinear control systems; nonlinear dynamical systems; nonlinear functions; chaos dynamics; chaotic behavior characteristics; chaotic behavior generation; chaotic pattern analysis; frequency domain; function based analysis; jerk dynamic system; mathematical tool; nonlinear control systems; nonlinear dynamic systems; nonlinear functions; oscillatory behavior; Chaos; Educational institutions; Harmonic analysis; Limit-cycles; Nonlinear dynamical systems; Oscillators; Describing function; chaos; nonlinear control systems; oscillatory systems;
Conference_Titel :
Central America and Panama Convention (CONCAPAN XXXIV), 2014 IEEE
Conference_Location :
Panama City
DOI :
10.1109/CONCAPAN.2014.7000437