Literature DB >> 17601193

Implementation of a physiologically identified PD feedback controller for regulating the active ankle torque during quiet stance.

Albert H Vette1, Kei Masani, Milos R Popovic.   

Abstract

Our studies have recently demonstrated that a proportional and derivative (PD) feedback controller, which takes advantage of the body's position and velocity information to regulate balance during quiet standing, can compensate for long neurological time delays and generate a control command that precedes body sway by 100-200 ms. Furthermore, PD gain pairs were identified that ensure a robust system behavior and at the same time generate dynamic responses as observed in quiet standing experiments with able-bodied subjects. The purpose of the present study was to experimentally verify that the PD controller identified in our previous study can: 1) regulate the active ankle torque to stabilize the body during quiet standing in spite of long neurological time delays and 2) generate system dynamics, i.e., a motor command and body sway fluctuation, that successfully mimic those of the physiologic system of quiet standing. Our real-time closed-loop feedback circuit consisted of a center of mass position sensor and a functional electrical stimulator that elicited contractions of the plantar flexors as determined by the aforementioned PD controller. The control system regulated upright stance of a subject who was partially de-afferented and de-efferented due to a neurological disorder called von Hippel-Lindau Syndrome (McCormick Grade III). While the subject was able to generate a motor command for the ankle joints, he could not regulate the resulting torque sufficiently due to a lack of sensory feedback and motor control. It is important to mention that a time delay was included in the closed-loop circuit of the PD controller to mimic the actual neurological time delay observed in able-bodied individuals. The experimental results of this case study suggest that the proposed PD controller in combination with a functional electrical stimulation system can regulate the active ankle torque during quiet stance and generate the same system dynamics as observed in healthy individuals. While these findings do not imply that the CNS actually applies a PD-like control strategy to regulate balance, they suggest that it is at least theoretically possible.

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Year:  2007        PMID: 17601193     DOI: 10.1109/TNSRE.2007.897016

Source DB:  PubMed          Journal:  IEEE Trans Neural Syst Rehabil Eng        ISSN: 1534-4320            Impact factor:   3.802


  5 in total

Review 1.  Restoring standing capabilities with feedback control of functional neuromuscular stimulation following spinal cord injury.

Authors:  Raviraj Nataraj; Musa L Audu; Ronald J Triolo
Journal:  Med Eng Phys       Date:  2017-02-15       Impact factor: 2.242

2.  Inverted Pendulum Standing Apparatus for Investigating Closed-Loop Control of Ankle Joint Muscle Contractions during Functional Electrical Stimulation.

Authors:  John F Tan; Kei Masani; Albert H Vette; José Zariffa; Mark Robinson; Cheryl Lynch; Milos R Popovic
Journal:  Int Sch Res Notices       Date:  2014-10-28

3.  An Exploratory Investigation on the Use of Closed-Loop Electrical Stimulation to Assist Individuals with Stroke to Perform Fine Movements with Their Hemiparetic Arm.

Authors:  Brian Lew; Nezam Alavi; Bubblepreet K Randhawa; Carlo Menon
Journal:  Front Bioeng Biotechnol       Date:  2016-03-07

4.  PID Controller Design for FES Applied to Ankle Muscles in Neuroprosthesis for Standing Balance.

Authors:  Hossein Rouhani; Michael Same; Kei Masani; Ya Qi Li; Milos R Popovic
Journal:  Front Neurosci       Date:  2017-06-20       Impact factor: 4.677

5.  Identification of COM Controller of a Human in Stance Based on Motion Measurement and Phase-Space Analysis.

Authors:  Tomomichi Sugihara; Daishi Kaneta; Nobuyuki Murai
Journal:  Front Robot AI       Date:  2022-01-04
  5 in total

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