DocumentCode
2742662
Title
Intermittent control explains human motor remnant without additive noise
Author
Mamma, Adamantia ; Gollee, Henrik ; Gawthrop, Peter J. ; Loram, Ian D.
Author_Institution
Sch. of Eng., Univ. of Glasgow, Glasgow, UK
fYear
2011
fDate
20-23 June 2011
Firstpage
558
Lastpage
563
Abstract
Early work on modelling the human motion control system showed that only a part of the corresponding motion signals could be described in terms of a deterministic linear continuous-time model of the human control system. It was suggested that the unexplained part, called the remnant, could be modelled by adding a noise signal with a carefully chosen frequency spectrum. Intermittent control provides an alternative description of the human controller which includes a sampling mechanism. This paper suggests that the remnant can be explained by assuming that this sampling mechanism is not uniform; the addition of a noise signal is not required using this assumption. The approach of this paper is to compare the remnant frequency spectrum derived from experimental data with that from equivalent simulated data using each of the two models of the human controller in turn. It is found that both of the simulated models give similar remnant spectra to that of the experimental data. Further work is required to show which of the two models provides the best physiological explanation of remnant.
Keywords
continuous time systems; motion control; predictive control; deterministic linear continuous time model; frequency spectrum; human motion control system; human motor remnant; intermittent control; Data models; Frequency control; Humans; Integrated circuit modeling; Noise; Observers; Intermittent control; biologically inspired control systems; human motor control; predictive control;
fLanguage
English
Publisher
ieee
Conference_Titel
Control & Automation (MED), 2011 19th Mediterranean Conference on
Conference_Location
Corfu
Print_ISBN
978-1-4577-0124-5
Type
conf
DOI
10.1109/MED.2011.5983113
Filename
5983113
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