Nuckols Lab
Bioinspired Wearable Robotic Control
The profile of robotic assistance is fundamental to human-robot-environment ineraction. I have developed and implemented different bioinspired assistance strategies for assisting walking in healthy and clinical populations.
Muscle-Based Assistance
We directly measure an individuals muscle mechanics in various walking tasks and feed back that information into the muscle-based exosuit assistance.
![MBA Exo_edited.png](https://static.wixstatic.com/media/bd616e_ec71fac148334dab8ec15c0167b9004b~mv2.png/v1/fill/w_54,h_27,al_c,q_85,usm_0.66_1.00_0.01,blur_2,enc_auto/MBA%20Exo_edited.png)
Impedance (Stiffness) Control
We applied active impedance control to emulate passive-elastic exoskeletons. Active control of impedance (stiffness) mitigated the effect of deformation in the mechanical exoskeleton structure and allowed for rapid sweep stiffness parameters.
![Impedance Exo_edited.png](https://static.wixstatic.com/media/bd616e_2a918e425fa241ceabeef9f38c3ec5d7~mv2.png/v1/fill/w_55,h_23,al_c,q_85,usm_0.66_1.00_0.01,blur_2,enc_auto/Impedance%20Exo_edited.png)
Parameterized Gait-Phase Assistance
Assistance profile shape is parameterized on time (as a percentage of an average stride; e.g. onset time) and magnitude (e.g. peak applied force). Typically, these are parameters are derived, as a starting point, from joint moment and power.
![Gait Phase.png](https://static.wixstatic.com/media/bd616e_3b8ed545dc9a4426a8cdb3bd72c3eb7c~mv2.png/v1/fill/w_58,h_23,al_c,q_85,usm_0.66_1.00_0.01,blur_2,enc_auto/Gait%20Phase.png)
Neuromuscular Control
Using a simple neuromuscular model, we estimated the contribution to biological ankle torque from reflexive force-feedback (i.e. Golgi organ). Exoskeleton assistance magnitude and profile shape changed as the person's estimated contributions changed.
![ForceFeedback NMM Control.png](https://static.wixstatic.com/media/bd616e_47f9c258d76b4d2092c2663a10775c35~mv2.png/v1/fill/w_58,h_23,al_c,q_85,usm_0.66_1.00_0.01,blur_2,enc_auto/ForceFeedback%20NMM%20Control.png)
Speed-Adaptive Proportional EMG
The exoskeleton assistance profile was derived from the wearer's muscle activation profile and scaled to account for walking speed.
![Speed-Adaptive PEMG.png](https://static.wixstatic.com/media/bd616e_9147bd32a6f0423a84c711b5d05564df~mv2.png/v1/fill/w_58,h_23,al_c,q_85,usm_0.66_1.00_0.01,blur_2,enc_auto/Speed-Adaptive%20PEMG.png)