Directional Mechanical Impedance of the Human Ankle During Standing with Active Muscles

The directional mechanical impedance of the human ankle was identified from subjects in a standing posture with varying levels of muscle activity. The impedance modeled the different torque responses to angle perturbations about different axes of rotation. This work proposed a novel impedance model that incorporated the coupling between multiple degrees of freedom of the ankle and was validated theoretically and experimentally. The reconstructed torque had an average variance accounted above 94% across twelve subjects. In addition, the impedance varied between and within trials and this variation was explained by changes in the ankle states, i.e., the ankle angle, torque, and muscle activities. These results have implications in the design of new prostheses controllers and the understanding of the human ankle function.

[1]  Jorge Nocedal,et al.  A trust region method based on interior point techniques for nonlinear programming , 2000, Math. Program..

[2]  P. L. Weiss,et al.  Position dependence of ankle joint dynamics--I. Passive mechanics. , 1986, Journal of biomechanics.

[3]  N. Hogan,et al.  Multivariable Static Ankle Mechanical Impedance With Active Muscles , 2014, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[4]  Guilherme Aramizo Ribeiro,et al.  Estimating the Relationship Between Multivariable Standing Ankle Impedance and Lower Extremity Muscle Activation , 2018, 2018 7th IEEE International Conference on Biomedical Robotics and Biomechatronics (Biorob).

[6]  Hugh M. Herr,et al.  Powered Ankle--Foot Prosthesis Improves Walking Metabolic Economy , 2009, IEEE Transactions on Robotics.

[7]  Mohammad Rastgaar,et al.  Estimating the multivariable human ankle impedance in dorsi-plantarflexion and inversion-eversion directions using EMG signals and artificial neural networks , 2017, International Journal of Intelligent Robotics and Applications.

[8]  N. Hogan,et al.  Multivariable static ankle mechanical impedance with relaxed muscles. , 2011, Journal of biomechanics.

[9]  Ross H Sanders,et al.  The effect of pose variability and repeated reliability of segmental centres of mass acquisition when using 3D photonic scanning , 2016, Ergonomics.

[10]  Mohammad Rastgaar,et al.  Design and Preliminary Evaluation of a Two DOFs Cable-Driven Ankle–Foot Prosthesis with Active Dorsiflexion–Plantarflexion and Inversion–Eversion , 2016, Front. Bioeng. Biotechnol..

[11]  Hermano Igo Krebs,et al.  Summary of Human Ankle Mechanical Impedance During Walking , 2016, IEEE Journal of Translational Engineering in Health and Medicine.

[12]  Hyunglae Lee,et al.  Sex Differences in 2-DOF Human Ankle Stiffness in Relaxed and Contracted Muscles , 2018, Annals of Biomedical Engineering.

[13]  I. Hunter,et al.  Dynamics of human ankle stiffness: variation with mean ankle torque. , 1982, Journal of biomechanics.

[14]  Houman Dallali,et al.  Using lower extremity muscle activity to obtain human ankle impedance in the external–internal direction , 2018, International Journal of Intelligent Robotics and Applications.

[15]  A. Savitzky,et al.  Smoothing and Differentiation of Data by Simplified Least Squares Procedures. , 1964 .

[16]  N. Hogan,et al.  Multivariable Dynamic Ankle Mechanical Impedance With Active Muscles , 2014, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[17]  Mohammad Rastgaar,et al.  Design and Evaluation of a 2-DOF Instrumented Platform for Estimation of the Ankle Mechanical Impedance in the Sagittal and Frontal Planes , 2016, IEEE/ASME Transactions on Mechatronics.

[18]  M. Lakie,et al.  Intrinsic ankle stiffness during standing increases with ankle torque and passive stretch of the Achilles tendon , 2018, PloS one.

[19]  P. L. Weiss,et al.  Position dependence of ankle joint dynamics--II. Active mechanics. , 1986, Journal of biomechanics.

[20]  Ficanha Evandro,et al.  Estimation of the 2-DOF Time-Varying Impedance of the Human Ankle , 2018 .

[21]  Kathryn Ziegler-Graham,et al.  Estimating the prevalence of limb loss in the United States: 2005 to 2050. , 2008, Archives of physical medicine and rehabilitation.

[22]  Richard R Neptune,et al.  Compensatory mechanisms of transtibial amputees during circular turning. , 2011, Gait & posture.

[23]  Amanda L. Shorter,et al.  Mechanical Impedance of the Ankle During the Terminal Stance Phase of Walking , 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[24]  Elliott J. Rouse,et al.  Estimation of Human Ankle Impedance During the Stance Phase of Walking , 2014, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

[25]  Robert D. Gregg,et al.  Modeling the Kinematics of Human Locomotion Over Continuously Varying Speeds and Inclines , 2018, IEEE Transactions on Neural Systems and Rehabilitation Engineering.