Identification of intermittent control in man and machine

Loram, I. D., van de Kamp, C., Gollee, H. and Gawthrop, P. J. (2012) Identification of intermittent control in man and machine. Journal of the Royal Society: Interface, 9(74), pp. 2070-2084. (doi:10.1098/rsif.2012.0142)

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Publisher's URL: http://dx.doi.org/10.1098/rsif.2012.0142

Abstract

Regulation by negative feedback is fundamental to engineering and biological processes. Biological regulation is usually explained using continuous feedback models from both classical and modern control theory. An alternative control paradigm, intermittent control, has also been suggested as a model for biological control systems, particularly those involving the central nervous system. However, at present, there is no identification method explicitly formulated to distinguish intermittent from continuous control; here, we present such a method. The identification experiment uses a special paired-step set-point sequence. The corresponding data analysis use a conventional ARMA model to relate a theoretically derived equivalent set-point to control signal; the novelty lies in sequentially and iteratively adjusting the timing of the steps of this equivalent set-point to optimize the linear time-invariant fit. The method was verified using realistic simulation data and was found to robustly distinguish not only between continuous and intermittent control but also between event-driven intermittent and clock-driven intermittent control. When applied to human pursuit tracking, event-driven intermittent control was identified, with an intermittent interval of 260–310 ms (n = 6, p < 0.05). This new identification method is applicable for machine and biological applications.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Gollee, Dr Henrik and Gawthrop, Professor Peter and Loram, Dr Ian
Authors: Loram, I. D., van de Kamp, C., Gollee, H., and Gawthrop, P. J.
College/School:College of Science and Engineering > School of Engineering > Biomedical Engineering
Journal Name:Journal of the Royal Society: Interface
Publisher:The Royal Society
ISSN:1742-5689
ISSN (Online):1742-5662
Published Online:04 April 2012

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Project CodeAward NoProject NamePrincipal InvestigatorFunder's NameFunder RefLead Dept
476761Intermittent predictive control of man and machineHenrik GolleeEngineering & Physical Sciences Research Council (EPSRC)EP/F069022/1ENG - BIOMEDICAL ENGINEERING