Literature DB >> 26913092

Unifying the Gait Cycle in the Control of a Powered Prosthetic Leg.

David Quintero1, Anne E Martin1, Robert D Gregg1.   

Abstract

This paper presents a novel control strategy for an above-knee powered prosthetic leg that unifies the entire gait cycle, eliminating the need to switch between controllers during different periods of gait. Current control methods divide the gait cycle into several sequential periods each with independent controllers, resulting in many patient-specific control parameters and switching rules that must be tuned by clinicians. Having a single controller could reduce the number of control parameters to be tuned for each patient, thereby reducing the clinical time and effort involved in fitting a powered prosthesis for a lower-limb amputee. Using the Discrete Fourier Transformation, a single virtual constraint is derived that exactly characterizes the desired actuated joint motion over the entire gait cycle. Because the virtual constraint is defined as a periodic function of a monotonically increasing phase variable, no switching or resetting is necessary within or across gait cycles. The output function is zeroed using feedback linearization to produce a single, unified controller. The method is illustrated with simulations of a powered knee-ankle prosthesis in an amputee biped model and with examples of systematically generated output functions for different walking speeds.

Entities:  

Year:  2015        PMID: 26913092      PMCID: PMC4762485          DOI: 10.1109/ICORR.2015.7281214

Source DB:  PubMed          Journal:  IEEE Int Conf Rehabil Robot        ISSN: 1945-7898


  12 in total

1.  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

2.  Hybrid Invariance and Stability of a Feedback Linearizing Controller for Powered Prostheses.

Authors:  Anne E Martin; Robert D Gregg
Journal:  Proc Am Control Conf       Date:  2015-07-01

3.  Predictive modelling of human walking over a complete gait cycle.

Authors:  Lei Ren; Richard K Jones; David Howard
Journal:  J Biomech       Date:  2006-10-27       Impact factor: 2.712

4.  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

5.  Predicting human walking gaits with a simple planar model.

Authors:  Anne E Martin; James P Schmiedeler
Journal:  J Biomech       Date:  2014-02-07       Impact factor: 2.712

6.  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

7.  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

8.  Experimental effective shape control of a powered transfemoral prosthesis.

Authors:  Robert D Gregg; Tommaso Lenzi; Nicholas P Fey; Levi J Hargrove; Jonathon W Sensinger
Journal:  IEEE Int Conf Rehabil Robot       Date:  2013-06

9.  Evidence for a time-invariant phase variable in human ankle control.

Authors:  Robert D Gregg; Elliott J Rouse; Levi J Hargrove; Jonathon W Sensinger
Journal:  PLoS One       Date:  2014-02-18       Impact factor: 3.240

10.  Configuring a powered knee and ankle prosthesis for transfemoral amputees within five specific ambulation modes.

Authors:  Ann M Simon; Kimberly A Ingraham; Nicholas P Fey; Suzanne B Finucane; Robert D Lipschutz; Aaron J Young; Levi J Hargrove
Journal:  PLoS One       Date:  2014-06-10       Impact factor: 3.240

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  6 in total

1.  Incorporating Human-like Walking Variability in an HZD-Based Bipedal Model.

Authors:  Anne E Martin; Robert D Gregg
Journal:  IEEE Trans Robot       Date:  2016-08       Impact factor: 5.567

2.  A Unified Parameterization of Human Gait Across Ambulation Modes.

Authors:  Kyle R Embry; Dario J Villarreal; Robert D Gregg
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2016-08

3.  Toward Unified Control of a Powered Prosthetic Leg: A Simulation Study.

Authors:  David Quintero; Anne E Martin; Robert D Gregg
Journal:  IEEE Trans Control Syst Technol       Date:  2017-01-16       Impact factor: 5.485

4.  Preliminary Experiments with a Unified Controller for a Powered Knee-Ankle Prosthetic Leg Across Walking Speeds.

Authors:  David Quintero; Dario J Villarreal; Robert D Gregg
Journal:  Rep U S       Date:  2016-12-01

5.  A Robust Parameterization of Human Gait Patterns Across Phase-Shifting Perturbations.

Authors:  Dario J Villarreal; Hasan A Poonawala; Robert D Gregg
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2016-05-13       Impact factor: 3.802

6.  An Adaptive Neuromuscular Controller for Assistive Lower-Limb Exoskeletons: A Preliminary Study on Subjects with Spinal Cord Injury.

Authors:  Amy R Wu; Florin Dzeladini; Tycho J H Brug; Federica Tamburella; Nevio L Tagliamonte; Edwin H F van Asseldonk; Herman van der Kooij; Auke J Ijspeert
Journal:  Front Neurorobot       Date:  2017-06-20       Impact factor: 2.650

  6 in total

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