Human control of systems with fractional order dynamics

Martinez, Miguel and Gordon, Timothy (2016) Human control of systems with fractional order dynamics. In: 2016 IEEE International Conference on Systems, Man, and Cybernetics, 9-12 October 2016, Budapest, Hungary.

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Abstract

In this paper, the manipulative control actions of human operators interacting with fractional order plants are studied. Experimental data were recorded from subjects using a joystick or a steering wheel and responding to plants with different fractional dynamics. From the data it is established that human operators can identify and learn to respond to fractional order plants. Moreover, it is proven that the classical Crossover model is not valid to represent man-machine systems with fractional order dynamics. A generalized Fractional Crossover model is proposed for systems with memory effect. The model is validated with experimental data.

Keywords:Human Control, Fractional Calculus, Man-machine systems, Manual Control, Human Performance, Data-driven modelling
Subjects:H Engineering > H660 Control Systems
G Mathematical and Computer Sciences > G150 Mathematical Modelling
G Mathematical and Computer Sciences > G120 Applied Mathematics
H Engineering > H672 Cybernetics
Divisions:College of Science > School of Engineering
ID Code:24746
Deposited On:19 Oct 2016 13:35

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