Literature DB >> 25056217

To react or not to react? Intrinsic stochasticity of human control in virtual stick balancing.

Arkady Zgonnikov1, Ihor Lubashevsky2, Shigeru Kanemoto3, Toru Miyazawa3, Takashi Suzuki3.   

Abstract

Understanding how humans control unstable systems is central to many research problems, with applications ranging from quiet standing to aircraft landing. Increasingly, much evidence appears in favour of event-driven control hypothesis: human operators only start actively controlling the system when the discrepancy between the current and desired system states becomes large enough. The event-driven models based on the concept of threshold can explain many features of the experimentally observed dynamics. However, much still remains unclear about the dynamics of human-controlled systems, which likely indicates that humans use more intricate control mechanisms. This paper argues that control activation in humans may be not threshold-driven, but instead intrinsically stochastic, noise-driven. Specifically, we suggest that control activation stems from stochastic interplay between the operator's need to keep the controlled system near the goal state, on the one hand, and the tendency to postpone interrupting the system dynamics, on the other hand. We propose a model capturing this interplay and show that it matches the experimental data on human balancing of virtual overdamped stick. Our results illuminate that the noise-driven activation mechanism plays a crucial role at least in the considered task, and, hypothetically, in a broad range of human-controlled processes.
© 2014 The Author(s) Published by the Royal Society. All rights reserved.

Entities:  

Keywords:  control activation; human control; intermittency; stick balancing; stochastic modelling

Mesh:

Year:  2014        PMID: 25056217      PMCID: PMC4233747          DOI: 10.1098/rsif.2014.0636

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  26 in total

1.  On-off intermittency in a human balancing task.

Authors:  Juan L Cabrera; John G Milton
Journal:  Phys Rev Lett       Date:  2002-09-20       Impact factor: 9.161

2.  Medical technology: balancing the unbalanced.

Authors:  Frank Moss; John G Milton
Journal:  Nature       Date:  2003-10-30       Impact factor: 49.962

3.  Walking with coffee: why does it spill?

Authors:  H C Mayer; R Krechetnikov
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2012-04-26

4.  Random switching and optimal processing in the perception of ambiguous signals.

Authors: 
Journal:  Phys Rev Lett       Date:  1995-04-10       Impact factor: 9.161

5.  Noise-induced alternations in an attractor network model of perceptual bistability.

Authors:  Rubén Moreno-Bote; John Rinzel; Nava Rubin
Journal:  J Neurophysiol       Date:  2007-07-05       Impact factor: 2.714

6.  Bounded stability of the quiet standing posture: an intermittent control model.

Authors:  Alessandra Bottaro; Youko Yasutake; Taishin Nomura; Maura Casadio; Pietro Morasso
Journal:  Hum Mov Sci       Date:  2008-03-14       Impact factor: 2.161

7.  Postural responses evoked by platform pertubations are dominated by continuous feedback.

Authors:  Herman van der Kooij; Erwin de Vlugt
Journal:  J Neurophysiol       Date:  2007-04-25       Impact factor: 2.714

8.  Visual control of stable and unstable loads: what is the feedback delay and extent of linear time-invariant control?

Authors:  Ian D Loram; Martin Lakie; Peter J Gawthrop
Journal:  J Physiol       Date:  2009-01-26       Impact factor: 5.182

9.  Open-loop and closed-loop control of posture: a random-walk analysis of center-of-pressure trajectories.

Authors:  J J Collins; C J De Luca
Journal:  Exp Brain Res       Date:  1993       Impact factor: 1.972

10.  Balancing with vibration: a prelude for "drift and act" balance control.

Authors:  John G Milton; Toru Ohira; Juan Luis Cabrera; Ryan M Fraiser; Janelle B Gyorffy; Ferrin K Ruiz; Meredith A Strauss; Elizabeth C Balch; Pedro J Marin; Jeffrey L Alexander
Journal:  PLoS One       Date:  2009-10-20       Impact factor: 3.240

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  4 in total

1.  Control at stability's edge minimizes energetic costs: expert stick balancing.

Authors:  John Milton; Ryan Meyer; Max Zhvanetsky; Sarah Ridge; Tamás Insperger
Journal:  J R Soc Interface       Date:  2016-06       Impact factor: 4.118

2.  Double-well dynamics of noise-driven control activation in human intermittent control: the case of stick balancing.

Authors:  Arkady Zgonnikov; Ihor Lubashevsky
Journal:  Cogn Process       Date:  2015-05-01

3.  Virtual stick balancing: skill development in Newtonian and Aristotelian dynamics.

Authors:  Balazs A Kovacs; Tamas Insperger
Journal:  J R Soc Interface       Date:  2022-03-02       Impact factor: 4.118

4.  Sustained sensorimotor control as intermittent decisions about prediction errors: computational framework and application to ground vehicle steering.

Authors:  Gustav Markkula; Erwin Boer; Richard Romano; Natasha Merat
Journal:  Biol Cybern       Date:  2018-02-16       Impact factor: 2.086

  4 in total

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