Title :
Event-based feedback control of nonlinear oscillators using phase response curves
Author :
Danzl, Per ; Moehlis, Jeff
Author_Institution :
Univ. of California, Santa Barbara
Abstract :
The phase response curve for a nonlinear oscillator describes the phase-shift of the oscillation due to an impulsive perturbation as a function of the phase at which the perturbation occurs. We propose a novel feedback control mechanism which allows one to control the phase of an oscillation, assuming only that the phase response curve is known and that a once-per-period marker event, such as the time at which a neuron fires, can be detected. The effectiveness of this control method is demonstrated through analytical and numerical results. This work represents a first step toward a closed-loop form of electrical deep brain stimulation, a treatment for neuromotor disorders such as Parkinson´s disease, with symptoms characterized by pathological neural synchronization.
Keywords :
closed loop systems; feedback; nonlinear control systems; oscillators; perturbation techniques; phase control; closed-loop form; event-based feedback control; impulsive perturbation; nonlinear oscillators; phase response curves; Biomembranes; Brain stimulation; Event detection; Feedback control; Frequency synchronization; Neurons; Oscillators; Pathology; Phase detection; Voltage;
Conference_Titel :
Decision and Control, 2007 46th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
978-1-4244-1497-0
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2007.4434505