TY - JOUR
T1 - Optimal control and stochastic synchronization of phase oscillators
AU - Li, Shin
AU - Zhang, Wei
AU - Wang, Shuo
N1 - Publisher Copyright:
© 2015, IFAG (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
PY - 2015/11/1
Y1 - 2015/11/1
N2 - Synchronization of oscillations is a phenomenon prevalent in natural, social, and engineering systems, such as neural circuitry in the brain, sleep cycles in biology, semiconductor lasers in physics, and periodic vibrations in mechanical engineering. The ability to control synchronization of oscillating systems then has important research and clinical implications, for example, for the study of brain functions. In this paper, we study optimal control and synchronization of nonlinear oscillators described by the phase model. We consider both deterministic and stochastic cases, in which we derive open-loop controls that create desired synchronization patterns and devise feedback controls that maximize the steady-state synchronization probability of coupled oscillators in the presence of shared and unshared noisy stimuli modeled by the Brownian motion.
AB - Synchronization of oscillations is a phenomenon prevalent in natural, social, and engineering systems, such as neural circuitry in the brain, sleep cycles in biology, semiconductor lasers in physics, and periodic vibrations in mechanical engineering. The ability to control synchronization of oscillating systems then has important research and clinical implications, for example, for the study of brain functions. In this paper, we study optimal control and synchronization of nonlinear oscillators described by the phase model. We consider both deterministic and stochastic cases, in which we derive open-loop controls that create desired synchronization patterns and devise feedback controls that maximize the steady-state synchronization probability of coupled oscillators in the presence of shared and unshared noisy stimuli modeled by the Brownian motion.
KW - Computational optimal control
KW - Neurons
KW - Nonlinear oscillators
KW - Stochastic control
KW - Synchronization
UR - http://www.scopus.com/inward/record.url?scp=84992482177&partnerID=8YFLogxK
U2 - 10.1016/j.ifacol.2015.11.015
DO - 10.1016/j.ifacol.2015.11.015
M3 - Conference article
AN - SCOPUS:84992482177
SN - 2405-8963
VL - 28
SP - 83
EP - 88
JO - IFAC-PapersOnLine
JF - IFAC-PapersOnLine
IS - 18
T2 - 4th IFAC Conference on Analysis and Control of Chaotic Systems, CHAOS 2015
Y2 - 26 August 2015 through 28 August 2015
ER -