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Oscillation and Reaction Board Techniques for Estimating Inertial Properties of a Below-knee Prosthesis
Published on: May 8, 2014
Heterogeneity induces spatiotemporal oscillations in reaction-diffusion systems.
Andrew L Krause1, Václav Klika1,2, Thomas E Woolley3
1Mathematical Institute, University of Oxford, Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford, OX2 6GG, United Kingdom.
Spatial heterogeneity in activator-inhibitor reaction-diffusion (RD) systems can cause periodic spike creation and destruction. This novel instability, occurring within Turing space, challenges existing theories for pattern formation.
Area of Science:
- Mathematical Biology
- Chemical Kinetics
- Pattern Formation
Background:
- Reaction-diffusion (RD) systems are fundamental to understanding pattern formation in biological and chemical systems.
- Turing instabilities typically generate stationary patterns, but their dynamics in heterogeneous environments are less understood.
- Previous models often assume spatial homogeneity, limiting their applicability to complex natural systems.
Purpose of the Study:
- To investigate a novel instability in activator-inhibitor RD systems with spatial heterogeneity.
- To characterize the periodic creation, translation, and destruction of spike solutions.
- To explore the underlying mechanisms and theoretical limitations in explaining these spatiotemporal oscillations.
Main Methods:
- Analysis of the Gierer-Meinhardt system in the shadow limit.
- Numerical exploration of the system's behavior.
- Investigation of spike movement using asymptotic theory.
- Examination of bifurcations and stability of stationary states.
- Testing robustness with the Schnakenberg RD model and localized heterogeneity.
Main Results:
- A new instability arises in spatially heterogeneous RD systems, leading to oscillatory spike dynamics.
- This oscillatory behavior occurs within the Turing space, not associated with Hopf bifurcations.
- Asymptotic theory predicts spike speed but fails to explain the oscillations.
- Oscillations are driven by destabilization of steady spikes due to endogenous activator production.
- The oscillation period approaches infinity at the instability edge, distinct from typical limit cycle bifurcations.
- Nearby stationary states are Turing unstable or exhibit saddle-node bifurcations.
Conclusions:
- Spatially heterogeneous RD systems exhibit robust, ubiquitous spatiotemporal oscillations.
- Current theoretical tools, including spike stability analysis and shadow-limit asymptotics, are insufficient to explain these phenomena.
- This highlights challenges in understanding robust pattern emergence from Turing mechanisms in heterogeneous environments.
- Further mathematical analysis is needed to elucidate these complex dynamics.
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