DocumentCode
3847315
Title
Quadratic Approximations for the Isochrons of Oscillators: A General Theory, Advanced Numerical Methods, and Accurate Phase Computations
Author
Önder Suvak;Alper Demir
Author_Institution
Department of Electrical and Electronics Engineering, Koç
Volume
29
Issue
8
fYear
2010
Firstpage
1215
Lastpage
1228
Abstract
The notion of isochrons for oscillators, introduced by Winfree and thereon heavily utilized in mathematical biology, were instrumental in introducing a notion of generalized phase and form the basis for oscillator perturbation analyses. Computing isochrons is a hard problem, existing brute-force methods incurring exponential complexity. In this paper, we present a precise and carefully developed theory and numerical techniques for computing local but quadratic approximations for isochrons. Previous work offers the techniques needed for computing only local linear approximations. Our treatment is general and applicable to oscillators with large dimension. We present examples for isochron computations, verify our results against exact calculations in a simple analytically calculable case, test our methods on complex oscillators, and show how quadratic approximations of isochrons can be used in formulating accurate, novel phase computation schemes and finally allude to second-order accurate compact phase macromodels. Oscillator studies seem to have progressed independently in electronics and biology. Even though analyses in electronics did not make use of the notion of isochrons, similar models and methods, expressed in totally different terminologies, have been developed in both disciplines. In this paper, we also reveal the connection between oscillator analysis work in these two seemingly disparate disciplines.
Keywords
"Oscillators","Orbits","Biology computing","Biological system modeling","Signal generators","Circadian rhythm","Instruments","Linear approximation","Testing","Terminology"
Journal_Title
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Publisher
ieee
ISSN
0278-0070
Type
jour
DOI
10.1109/TCAD.2010.2049056
Filename
5512703
Link To Document