Saturation limits the contribution of acceleration feedback to balancing against reaction delay

A nonlinear model for human balancing subjected to a saturated delayed proportional–derivative–acceleration (PDA) feedback is analysed. Compared to the proportional–derivative (PD) controller, it is confirmed that the PDA controller improves local stability even for large feedback delays. However, it is shown that the saturated PDA controller typically introduces subcritical Hopf bifurcation into the system, which can also lead to falling for large enough perturbations. The subcriticality becomes stronger as the acceleration feedback gain increases or the saturation torque limit decreases. These explain some features of human balancing failure related to the increased reaction delay of inactive elderly people.

[1]  T. Ohira,et al.  The time-delayed inverted pendulum: implications for human balance control. , 2009, Chaos.

[2]  Christoph Maurer,et al.  Elderly Use Proprioception Rather than Visual and Vestibular Cues for Postural Motor Control , 2015, Front. Aging Neurosci..

[3]  R.J. Peterka,et al.  Simplifying the complexities of maintaining balance , 2003, IEEE Engineering in Medicine and Biology Magazine.

[4]  S. Robinovitch,et al.  Video capture of the circumstances of falls in elderly people residing in long-term care: an observational study , 2013, The Lancet.

[5]  S. Gandevia,et al.  The proprioceptive senses: their roles in signaling body shape, body position and movement, and muscle force. , 2012, Physiological reviews.

[6]  Qi Xu,et al.  Sway Reduction of a Pendulum on a Movable Support Using a Delayed Proportional-derivative or Derivative-acceleration Feedback , 2017 .

[7]  L Mahadevan,et al.  Balancing on tightropes and slacklines , 2012, Journal of The Royal Society Interface.

[8]  Gábor Stépán,et al.  Stability analysis of a two-degree-of-freedom mechanical system subject to proportional–derivative digital position control , 2015 .

[9]  Toru Ohira,et al.  Balancing with positive feedback: the case for discontinuous control , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[10]  Tariq Samad,et al.  A Survey on Industry Impact and Challenges Thereof [Technical Activities] , 2017, IEEE Control Systems.

[11]  Lena H Ting,et al.  Stability in a frontal plane model of balance requires coupled changes to postural configuration and neural feedback control. , 2011, Journal of neurophysiology.

[12]  Gabor Stepan,et al.  Delay effects in the human sensory system during balancing , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[13]  Romi Nijhawan,et al.  Visual prediction: Psychophysics and neurophysiology of compensation for time delays , 2008, Behavioral and Brain Sciences.

[14]  Gábor Stépán,et al.  The influence of parametric excitation on floating bodies , 2008 .

[15]  G. Haller,et al.  Micro-chaos in digital control , 1996 .

[16]  H. Hu,et al.  Dynamics of Controlled Mechanical Systems with Delayed Feedback , 2002 .

[17]  John G Milton,et al.  On-off intermittency in a human balancing task. , 2002, Physical review letters.

[18]  Tamás Insperger,et al.  Stick balancing with reflex delay in case of parametric forcing , 2011 .

[19]  L. Magalhães,et al.  Normal Forms for Retarded Functional Differential Equations with Parameters and Applications to Hopf Bifurcation , 1995 .

[20]  Tamás Insperger,et al.  Control at stability's edge minimizes energetic costs: expert stick balancing , 2016, Journal of The Royal Society Interface.

[21]  V. Macefield,et al.  Evidence for strong synaptic coupling between single tactile afferents from the sole of the foot and motoneurons supplying leg muscles. , 2005, Journal of neurophysiology.

[22]  Gabor Stepan,et al.  Quantization improves stabilization of dynamical systems with delayed feedback. , 2017, Chaos.

[23]  David Hajdu,et al.  Extension of Stability Radius to Neuromechanical Systems With Structured Real Perturbations , 2016, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[24]  Yoshiyuki Asai,et al.  A Model of Postural Control in Quiet Standing: Robust Compensation of Delay-Induced Instability Using Intermittent Activation of Feedback Control , 2009, PloS one.

[25]  G. Stépán Retarded dynamical systems : stability and characteristic functions , 1989 .

[26]  Gábor Stépán,et al.  Acceleration feedback improves balancing against reflex delay , 2013, Journal of The Royal Society Interface.

[27]  P. L. Kapitsa,et al.  Dynamical Stability of a Pendulum when its Point of Suspension Vibrates , 1965 .

[28]  R. Eddie Wilson,et al.  Collocation schemes for periodic solutions of neutral delay differential equations , 2006 .

[29]  Gabor Stepan,et al.  Delay effects in brain dynamics , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[30]  M.R. Popovic,et al.  Neural-Mechanical Feedback Control Scheme Generates Physiological Ankle Torque Fluctuation During Quiet Stance , 2010, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[31]  Houman Dallali,et al.  Modelling human balance using switched systems with linear feedback control , 2012, Journal of The Royal Society Interface.

[32]  Ian David Loram,et al.  Human postural sway results from frequent, ballistic bias impulses by soleus and gastrocnemius , 2005, The Journal of physiology.

[33]  Haiyan Hu,et al.  Symbolic computation of normal form for Hopf bifurcation in a neutral delay differential equation and an application to a controlled crane , 2012 .

[34]  J. Stevens,et al.  Gender differences for non-fatal unintentional fall related injuries among older adults , 2005, Injury Prevention.

[35]  R Krechetnikov,et al.  FAST TRACK COMMUNICATION: On the origin and nature of finite-amplitude instabilities in physical systems , 2009 .

[36]  S. Niculescu,et al.  Stability and Stabilization of Time-Delay Systems: An Eigenvalue-Based Approach , 2007 .

[37]  Silviu-Iulian Niculescu,et al.  Survey on Recent Results in the Stability and Control of Time-Delay Systems* , 2003 .

[38]  Yao Li,et al.  A Two-Joint Human Posture Control Model With Realistic Neural Delays , 2012, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[39]  Lena H. Ting,et al.  Stability Radius as a Method for Comparing the Dynamics of Neuromechanical Systems , 2013, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[40]  Ian David Loram,et al.  Direct measurement of human ankle stiffness during quiet standing: the intrinsic mechanical stiffness is insufficient for stability , 2002, The Journal of physiology.

[41]  E. Finkelstein,et al.  The costs of fatal and non-fatal falls among older adults , 2006, Injury Prevention.

[42]  Ali H. Nayfeh,et al.  Order reduction of retarded nonlinear systems – the method of multiple scales versus center-manifold reduction , 2008 .

[43]  W. E. Hick Quarterly Journal of Experimental Psychology , 1948, Nature.

[44]  John G. Milton,et al.  AMPLITUDE CONTROL OF HUMAN POSTURAL SWAY USING ACHILLES TENDON VIBRATION , 2010 .

[45]  Tim Kiemel,et al.  Slow dynamics of postural sway are in the feedback loop. , 2006, Journal of neurophysiology.

[46]  R. Balasubramaniam,et al.  Visual Reliance for Balance Control in Older Adults Persists When Visual Information Is Disrupted by Artificial Feedback Delays , 2014, PloS one.

[47]  G. Samaey,et al.  DDE-BIFTOOL v. 2.00: a Matlab package for bifurcation analysis of delay differential equations , 2001 .