Literature DB >> 25552894

Towards Biomimetic Virtual Constraint Control of a Powered Prosthetic Leg.

Robert D Gregg1, Jonathon W Sensinger2.   

Abstract

This brief presents a novel control strategy for a powered prosthetic ankle based on a biomimetic virtual constraint. We first derive a kinematic constraint for the "effective shape" of the human ankle-foot complex during locomotion. This shape characterizes ankle motion as a function of the Center of Pressure (COP)-the point on the foot sole where the resultant ground reaction force is imparted. Since the COP moves monotonically from heel to toe during steady walking, we adopt the COP as a mechanical representation of the gait cycle phase in an autonomous feedback controller. We show that our kinematic constraint can be enforced as a virtual constraint by an output linearizing controller that uses only feedback available to sensors onboard a prosthetic leg. Using simulations of a passive walking model with feet, we show that this novel controller exactly enforces the desired effective shape whereas a standard impedance (i.e., proportional-derivative) controller cannot. This work provides a single, biomimetic control law for the entire single-support period during robot-assisted locomotion.

Entities:  

Year:  2014        PMID: 25552894      PMCID: PMC4278652          DOI: 10.1109/TCST.2012.2236840

Source DB:  PubMed          Journal:  IEEE Trans Control Syst Technol        ISSN: 1063-6536            Impact factor:   5.485


  23 in total

1.  Simulation of a slope adapting ankle prosthesis provided by semi-active damping.

Authors:  Andrew K LaPrè; Frank Sup
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011

2.  Investigations of roll-over shape: implications for design, alignment, and evaluation of ankle-foot prostheses and orthoses.

Authors:  Andrew H Hansen; Dudley S Childress
Journal:  Disabil Rehabil       Date:  2010       Impact factor: 3.033

3.  A clinical comparison of variable-damping and mechanically passive prosthetic knee devices.

Authors:  Jennifer L Johansson; Delsey M Sherrill; Patrick O Riley; Paolo Bonato; Hugh Herr
Journal:  Am J Phys Med Rehabil       Date:  2005-08       Impact factor: 2.159

4.  The Pedar in-shoe system: repeatability and normal pressure values.

Authors:  A B Putti; G P Arnold; L Cochrane; R J Abboud
Journal:  Gait Posture       Date:  2006-07-07       Impact factor: 2.840

5.  The advantages of a rolling foot in human walking.

Authors:  Peter G Adamczyk; Steven H Collins; Arthur D Kuo
Journal:  J Exp Biol       Date:  2006-10       Impact factor: 3.312

6.  Design and Control of a Powered Transfemoral Prosthesis.

Authors:  Frank Sup; Amit Bohara; Michael Goldfarb
Journal:  Int J Rob Res       Date:  2008-02-01       Impact factor: 4.703

7.  Kinematic and kinetic comparisons of transfemoral amputee gait using C-Leg and Mauch SNS prosthetic knees.

Authors:  Ava D Segal; Michael S Orendurff; Glenn K Klute; Martin L McDowell; Janice A Pecoraro; Jane Shofer; Joseph M Czerniecki
Journal:  J Rehabil Res Dev       Date:  2006 Nov-Dec

8.  Effects of shoe heel height on biologic rollover characteristics during walking.

Authors:  Andrew H Hansen; Dudley S Childress
Journal:  J Rehabil Res Dev       Date:  2004-07

9.  The difference between stiffness and quasi-stiffness in the context of biomechanical modeling.

Authors:  Elliott J Rouse; Robert D Gregg; Levi J Hargrove; Jonathon W Sensinger
Journal:  IEEE Trans Biomed Eng       Date:  2012-11-29       Impact factor: 4.538

10.  Control of a powered ankle-foot prosthesis based on a neuromuscular model.

Authors:  Michael F Eilenberg; Hartmut Geyer; Hugh Herr
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2010-01-12       Impact factor: 3.802

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  12 in total

1.  Decentralized Feedback Controllers for Robust Stabilization of Periodic Orbits of Hybrid Systems: Application to Bipedal Walking.

Authors:  Kaveh Akbari Hamed; Robert D Gregg
Journal:  IEEE Trans Control Syst Technol       Date:  2016-08-19       Impact factor: 5.485

2.  Virtual Constraint Control of a Powered Prosthetic Leg: From Simulation to Experiments with Transfemoral Amputees.

Authors:  Robert D Gregg; Tommaso Lenzi; Levi J Hargrove; Jonathon W Sensinger
Journal:  IEEE Trans Robot       Date:  2014-12       Impact factor: 5.567

3.  SIMULTANEOUS CONTROL OF AN ANKLE-FOOT PROSTHESIS MODEL USING A VIRTUAL CONSTRAINT.

Authors:  Akshay Nanjangud; Robert D Gregg
Journal:  Proc ASME Dyn Syst Control Conf       Date:  2014-10

4.  Summary of Human Ankle Mechanical Impedance During Walking.

Authors:  Hyunglae Lee; Elliott J Rouse; Hermano Igo Krebs
Journal:  IEEE J Transl Eng Health Med       Date:  2016-09-19       Impact factor: 3.316

5.  Decentralized Feedback Controllers for Exponential Stabilization of Hybrid Periodic Orbits: Application to Robotic Walking.

Authors:  Kaveh Akbari Hamed; Robert D Gregg
Journal:  Proc Am Control Conf       Date:  2016-08-01

6.  A survey of phase variable candidates of human locomotion.

Authors:  Dario J Villarreal; Robert D Gregg
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2014

7.  An Iterative Learning Controller for a Switched Cooperative Allocation Strategy during Sit-to-Stand Tasks with a Hybrid Exoskeleton.

Authors:  Vahidreza Molazadeh; Qiang Zhang; Xuefeng Bao; Nitin Sharma
Journal:  IEEE Trans Control Syst Technol       Date:  2021-07-05       Impact factor: 5.418

8.  The difference between stiffness and quasi-stiffness in the context of biomechanical modeling.

Authors:  Elliott J Rouse; Robert D Gregg; Levi J Hargrove; Jonathon W Sensinger
Journal:  IEEE Trans Biomed Eng       Date:  2012-11-29       Impact factor: 4.538

9.  Wearer-Prosthesis Interaction for Symmetrical Gait: A Study Enabled by Reinforcement Learning Prosthesis Control.

Authors:  Yue Wen; Minhan Li; Jennie Si; He Huang
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2020-03-09       Impact factor: 3.802

Review 10.  Control strategies for active lower extremity prosthetics and orthotics: a review.

Authors:  Michael R Tucker; Jeremy Olivier; Anna Pagel; Hannes Bleuler; Mohamed Bouri; Olivier Lambercy; José Del R Millán; Robert Riener; Heike Vallery; Roger Gassert
Journal:  J Neuroeng Rehabil       Date:  2015-01-05       Impact factor: 4.262

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