Alexandria Digital Research Library

Synchronization in Pulse-Coupled Oscillator With Delays and Mixed Excitatory/Inhibitory Coupling

Author:
Kannapan, Deepti
Degree Grantor:
University of California, Santa Barbara. Mechanical Engineering
Degree Supervisor:
Francesco Bullo
Place of Publication:
[Santa Barbara, Calif.]
Publisher:
University of California, Santa Barbara
Creation Date:
2015
Issued Date:
2015
Topics:
Engineering and Mechanical engineering
Keywords:
Synchronization
Oscillator
Pulse coupled
Genres:
Dissertations, Academic and Online resources
Dissertation:
M.S.--University of California, Santa Barbara, 2015
Description:

Pulse coupled oscillator (PCO) networks consist of oscillators that send pulses to their in-neighbors on the network, as defined by the sensing digraph. The neighbors update their phase when they receive the pulse, depending on their current phase and the pulse strength. This mechanism causes the oscillators to synchronize for some values of their initial phases, and to converge to an asynchronous state with a fixed phase difference for other values of their initial phases. The synchronizing behavior due to pulse coupling has been observed in nature: fireflies tend to flash in unison, and neurons and cardiac cells synchronize their firing with their neighboring cells by this mechanism.

There has been recent interest in developing algorithms based on PCO networks to synchronize the clocks for distributed sensing and robotic applications. PCO networks whose sensing digraphs are strongly connected have been modeled extensively, in the presence and absence of delays in the transmissions of pulses, using analytical and numerical approaches.

We model a PCO network whose sensing digraph is not necessarily strongly connected but satisfies the weaker condition of having a globally reachable node. We propose a simple model of PCO networks with identical frequencies, based on the approach used in the study of distributed consensus. We model the discrete dynamics of the network as a linear time-varying (LTV) system. We use the row-stochastic property of the weighted adjacency matrices that characterize the LTV system, to derive sufficient conditions for synchrony. Arbitrary delays in the pulse-transmission are modeled as disturbances. Synchrony may not be reached exactly in the presence of delays, and error that remains in the phases in the steady state is proportional to the maximum delay.

Further, we observe the convergence to be exponential if sampled over a sufficiently large number of receptions, and estimate the rate of convergence based on the properties of the digraph. We also estimate the basin of attraction of the synchronized solution. We illustrate these results with numerical examples.

Physical Description:
1 online resource (65 pages)
Format:
Text
Collection(s):
UCSB electronic theses and dissertations
ARK:
ark:/48907/f3gf0rq4
ISBN:
9781339084343
Catalog System Number:
990045715780203776
Rights:
Inc.icon only.dark In Copyright
Copyright Holder:
Deepti Kannapan
Access: This item is restricted to on-campus access only. Please check our FAQs or contact UCSB Library staff if you need additional assistance.