Literature DB >> 29403259

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

David Quintero1, Anne E Martin2, Robert D Gregg1.   

Abstract

This brief presents a novel control strategy for a powered knee-ankle prosthesis that unifies the entire gait cycle, eliminating the need to switch between controllers during different periods of gait. A reduced-order Discrete Fourier Transformation (DFT) is used to define virtual constraints that continuously parameterize periodic joint patterns as functions of a mechanical phasing variable. In order to leverage the provable stability properties of Hybrid Zero Dynamics (HZD), hybrid-invariant Bézier polynomials are converted into unified DFT virtual constraints for various walking speeds. Simulations of an amputee biped model show that the unified prosthesis controller approximates the behavior of the original HZD design under ideal scenarios and has advantages over the HZD design when hybrid invariance is violated by mismatches with the human controller. Two implementations of the unified virtual constraints, a feedback linearizing controller and a more practical joint impedance controller, produce similar results in simulation.

Entities:  

Year:  2017        PMID: 29403259      PMCID: PMC5796555          DOI: 10.1109/TCST.2016.2643566

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


  23 in total

1.  Prosthetic foot roll-over shapes with implications for alignment of trans-tibial prostheses.

Authors:  A H Hansen; D S Childress; E H Knox
Journal:  Prosthet Orthot Int       Date:  2000-12       Impact factor: 1.895

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.  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

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.  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

6.  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

7.  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

8.  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

9.  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

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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  11 in total

1.  Modeling the Kinematics of Human Locomotion Over Continuously Varying Speeds and Inclines.

Authors:  Kyle R Embry; Dario J Villarreal; Rebecca L Macaluso; Robert D Gregg
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2018-11-05       Impact factor: 3.802

2.  Stable, Robust Hybrid Zero Dynamics Control of Powered Lower-Limb Prostheses.

Authors:  Anne E Martin; Robert D Gregg
Journal:  IEEE Trans Automat Contr       Date:  2017-01-05       Impact factor: 5.792

3.  Piecewise and unified phase variables in the control of a powered prosthetic leg.

Authors:  Dario J Villarreal; David Quintero; Robert D Gregg
Journal:  IEEE Int Conf Rehabil Robot       Date:  2017-07

4.  Intuitive Clinician Control Interface for a Powered Knee-Ankle Prosthesis: A Case Study.

Authors:  David Quintero; Emma Reznick; Daniel J Lambert; Siavash Rezazadeh; Leslie Gray; Robert D Gregg
Journal:  IEEE J Transl Eng Health Med       Date:  2018-11-23       Impact factor: 3.316

5.  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

6.  Continuous-Phase Control of a Powered Knee-Ankle Prosthesis: Amputee Experiments Across Speeds and Inclines.

Authors:  David Quintero; Dario J Villarreal; Daniel J Lambert; Susan Kapp; Robert D Gregg
Journal:  IEEE Trans Robot       Date:  2018-02-27       Impact factor: 5.567

7.  Automatic Tuning of Virtual Constraint-Based Control Algorithms for Powered Knee-Ankle Prostheses.

Authors:  Saurav Kumar; Alireza Mohammadi; Nicholas Gans; Robert D Gregg
Journal:  Control Tech Appl       Date:  2017-08

8.  Reinforcement Q-Learning Control With Reward Shaping Function for Swing Phase Control in a Semi-active Prosthetic Knee.

Authors:  Yonatan Hutabarat; Kittipong Ekkachai; Mitsuhiro Hayashibe; Waree Kongprawechnon
Journal:  Front Neurorobot       Date:  2020-11-26       Impact factor: 2.650

9.  Real-Time Continuous Gait Phase and Speed Estimation from a Single Sensor.

Authors:  David Quintero; Daniel J Lambert; Dario J Villarreal; Robert D Gregg
Journal:  Control Tech Appl       Date:  2017-10-09

10.  A Phase Variable Approach for Improved Rhythmic and Non-Rhythmic Control of a Powered Knee-Ankle Prosthesis.

Authors:  Siavash Rezazadeh; David Quintero; Nikhil Divekar; Emma Reznick; Leslie Gray; Robert D Gregg
Journal:  IEEE Access       Date:  2019-08-06       Impact factor: 3.367

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