Title :
A contraction theory approach to singularly perturbed systems with application to retroactivity attenuation
Author :
Vecchio, Domitilla Del ; Slotine, Jean-Jacques
Author_Institution :
Fac. of Mech. Eng., MIT, Cambridge, MA, USA
Abstract :
In this paper, we revisit standard results for singularly perturbed systems on the infinite time interval by employing tools from nonlinear contraction theory. This allows us to determine explicit bounds both on the rate of convergence of trajectories to the slow manifold, and on the distance between these trajectories and those of the reduced system. We illustrate the application of the proposed technique to the problem of retroactivity attenuation in biomolecular systems, that is, to the problem of attenuating the effects of output loading due to interconnection to downstream systems. By virtue of the explicit bounds, we can single out the key biochemical parameters to tune in order to enhance retroactivity attenuation. This provides design guidelines for synthetic biology devices that are robust to loading and can function as insulation devices just like insulating amplifiers work in electronics.
Keywords :
biocontrol; biomolecular electronics; nonlinear control systems; reduced order systems; singularly perturbed systems; biochemical parameters; biomolecular systems; convergence rate; downstream systems; explicit bound determination; infinite time interval; insulating amplifiers; insulation devices; nonlinear contraction theory; reduced system; retroactivity attenuation enhancement; singularly perturbed systems; synthetic biology devices; Attenuation; Convergence; Jacobian matrices; Manifolds; Trajectory; Upper bound; Vectors;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160340