Toby Elery

dblp:181/4119 · DBLP profile ↗
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4ranked-venue papers
2as first author
0since 2021 · last 2020
0000-0001-9170-8933ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 3 · 1 first-authorSystems, architecture and hardware · 3 · 1 first-authorApplied, interdisciplinary, general and emerging computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
4 papers
Robot manipulation · 71% Motion planning and robot control · 29%
Human-computer interaction and pervasive computing
1 paper
Health and well-being technologies · 100%
Interdisciplinary, comprehensive, and emerging computing
1 paper
Medical and health informatics · 100%

Topics — the 7 heaviest of 9, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Robot manipulation
actuator design
0.622018
Design and Benchtop Validation of a Powered Knee-Ankle Prosthesis with High-Torque, Low-Impedance Actuators · ICRA 2018
Design and validation of a torque dense, highly backdrivable powered knee-ankle orthosis · ICRA 2017
Robotics › Motion planning and robot control › robot control
impedance control
0.412020
Design and Validation of a Powered Knee-Ankle Prosthesis With High-Torque, Low-Impedance Actuators · IEEE Trans. Robotics 2020
Robotics › Robot manipulation › wearable robotics
prosthetic device
0.312018
Design and Benchtop Validation of a Powered Knee-Ankle Prosthesis with High-Torque, Low-Impedance Actuators · ICRA 2018
Robotics › Robot manipulation
wearable robotics
0.312017
Design and validation of a torque dense, highly backdrivable powered knee-ankle orthosis · ICRA 2017
Health and well-being technologies › rehabilitation technology
rehabilitation robotics
0.212016
Experimental implementation of underactuated potential energy shaping on a powered ankle-foot orthosis · ICRA 2016
Medical and health informatics › assistive technology
assistive robotics
0.112018
Design and Benchtop Validation of a Powered Knee-Ankle Prosthesis with High-Torque, Low-Impedance Actuators · ICRA 2018
Health and well-being technologies › rehabilitation technology › rehabilitation robotics
gait rehabilitation
0.112016
Experimental implementation of underactuated potential energy shaping on a powered ankle-foot orthosis · ICRA 2016

Methods — techniques the papers use, named apart from their topics

impedance control · 0.7benchtop validation · 0.7underactuated potential energy shaping · 0.5nonlinear control law · 0.5low-reduction transmission design · 0.4backdrivability testing · 0.4torque control · 0.3low-ratio transmission · 0.3
YearPublicationVenuePosition
2020 Design and Validation of a Powered Knee-Ankle Prosthesis With High-Torque, Low-Impedance Actuators
abstract
We present the design of a powered knee-ankle prosthetic leg, which implements high-torque actuators with low-reduction transmissions. The transmission coupled with a high-torque and low-speed motor creates an actuator with low mechanical impedance and high backdrivability. This style of actuation presents several possible benefits over modern actuation styles in emerging robotic prosthetic legs, which include free-swinging knee motion, compliance with the ground, negligible unmodeled actuator dynamics, less acoustic noise, and power regeneration. Benchtop tests establish that both joints can be backdriven by small torques (~1-3 Nm) and confirm the small reflected inertia. Impedance control tests prove that the intrinsic impedance and unmodeled dynamics of the actuator are sufficiently small to control joint impedance without torque feedback or lengthy tuning trials. Walking experiments validate performance under the designed loading conditions with minimal tuning. Lastly, the regenerative abilities, low friction, and small reflected inertia of the presented actuators reduced power consumption and acoustic noise compared to state-of-art powered legs.
Toby Elery, Siavash Rezazadeh, Christopher Nesler, Robert D. Gregg IV
IEEE Trans. Robotics1
2018 Design and Benchtop Validation of a Powered Knee-Ankle Prosthesis with High-Torque, Low-Impedance Actuators
abstract
This paper describes the design of a powered knee- and-ankle transfemoral prosthetic leg, which implements high torque density actuators with low-reduction transmissions. The low reduction of the transmission coupled with a high-torque and low-speed motor creates an actuator with low mechanical impedance and high backdrivability. This style of actuation presents several possible benefits over modern actuation styles implemented in emerging robotic prosthetic legs. Such benefits include free-swinging knee motion, compliance with the ground, negligible unmodeled actuator dynamics, and greater potential for power regeneration. Benchtop validation experiments were conducted to verify some of these benefits. Backdrive and free-swinging knee tests confirm that both joints can be backdriven by small torques (~3 Nm). Bandwidth tests reveal that the actuator is capable of achieving frequencies required for walking and running. Lastly, open-loop impedance control tests prove that the intrinsic impedance and unmodeled dynamics of the actuator are sufficiently small to control joint impedance without torque feedback.
Toby Elery, Siavash Rezazadeh, Christopher Nesler, Jack Doan, Hanqi Zhu, Robert D. Gregg IV
ICRA1
2017 Design and validation of a torque dense, highly backdrivable powered knee-ankle orthosis
abstract
This paper presents the mechatronic design and experimental validation of a novel powered knee-ankle orthosis for testing torque-driven rehabilitation control strategies. The modular actuator of the orthosis is designed with a torque dense motor and a custom low-ratio transmission (24:1) to provide mechanical transparency to the user, allowing them to actively contribute to their joint kinematics during gait training. The 4.88 kg orthosis utilizes frameless components and light materials, such as aluminum alloy and carbon fiber, to reduce its mass. A human subject experiment demonstrates accurate torque control with high output torque during stance and low backdrive torque during swing at fast walking speeds. This work shows that backdrivability, precise torque control, high torque output, and light weight can be achieved in a powered orthosis without the high cost and complexity of variable transmissions, clutches, and/or series elastic components.
Hanqi Zhu, Jack Doan, Calvin Stence, Ge Lv, Toby Elery, Robert D. Gregg IV
ICRA5
2016 Experimental implementation of underactuated potential energy shaping on a powered ankle-foot orthosis
abstract
Traditional control methodologies of rehabilitation orthoses/exoskeletons aim at replicating normal kinematics and thus fall into the category of kinematic control. This control paradigm depends on pre-defined reference trajectories, which can be difficult to adjust between different locomotor tasks and human subjects. An alternative control category, kinetic control, enforces kinetic goals (e.g., torques or energy) instead of kinematic trajectories, which could provide a flexible learning environment for the user while freeing up therapists to make corrections. We propose that the theory of underactuated potential energy shaping, which falls into the category of kinetic control, could be used to generate virtual body-weight support for stroke gait rehabilitation. After deriving the nonlinear control law and simulating it on a human-like biped model, we implemented this controller on a powered ankle-foot orthosis that was designed specifically for testing torque control strategies. Experimental results with an able-bodied human subject demonstrate the feasibility of the control approach for both positive and negative virtual body-weight augmentation.
Ge Lv, Hanqi Zhu, Toby Elery, Luwei Li, Robert D. Gregg IV
ICRA3