Robert D. Gregg

Robert D. Gregg

University of Michigan

H-index: 35

North America-United States

About Robert D. Gregg

Robert D. Gregg, With an exceptional h-index of 35 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of robotics, control, locomotion, prosthetics, exoskeletons.

His recent articles reflect a diverse array of research interests and contributions to the field:

Torque control methods and devices for powered orthosis

Transfer Learning for Efficient Intent Prediction in Lower-Limb Prosthetics: A Strategy for Limited Datasets

Robustification of Bayesian-Inference-Based Gait Estimation for Lower-limb Wearable Robots

Gait Event Detection with Proprioceptive Force Sensing in a Powered Knee-Ankle Prosthesis: Validation over Walking Speeds and Slopes

Effects of Personalization on Gait-State Tracking Performance Using Extended Kalman Filters

Automatic Stub Avoidance for a Powered Prosthetic Leg over Stairs and Obstacles

Real-time gait phase and task estimation for controlling a powered ankle exoskeleton on extremely uneven terrain

Improving amputee endurance over activities of daily living with a robotic knee-ankle prosthesis: A case study

Robert D. Gregg Information

University

Position

Associate Professor

Citations(all)

4122

Citations(since 2020)

2752

Cited By

2224

hIndex(all)

35

hIndex(since 2020)

29

i10Index(all)

88

i10Index(since 2020)

69

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Robert D. Gregg Skills & Research Interests

robotics

control

locomotion

prosthetics

exoskeletons

Top articles of Robert D. Gregg

Title

Journal

Author(s)

Publication Date

Torque control methods and devices for powered orthosis

2024/3/26

Transfer Learning for Efficient Intent Prediction in Lower-Limb Prosthetics: A Strategy for Limited Datasets

IEEE Robotics and Automation Letters

Duong Le

Shihao Cheng

Robert D Gregg

Maani Ghaffari

2024/3/20

Robustification of Bayesian-Inference-Based Gait Estimation for Lower-limb Wearable Robots

IEEE Robotics and Automation Letters

Ting-Wei Hsu

Robert D Gregg

Gray C Thomas

2024/1/16

Gait Event Detection with Proprioceptive Force Sensing in a Powered Knee-Ankle Prosthesis: Validation over Walking Speeds and Slopes

Emily G Keller

Curt A Laubscher

Robert D Gregg

2023/5/29

Effects of Personalization on Gait-State Tracking Performance Using Extended Kalman Filters

José A Montes-Pérez

Gray Cortright Thomas

Robert D Gregg

2023/10/1

Automatic Stub Avoidance for a Powered Prosthetic Leg over Stairs and Obstacles

IEEE Transactions on Biomedical Engineering

Shihao Cheng

Curt A Laubscher

Robert D Gregg

2023/12/7

Real-time gait phase and task estimation for controlling a powered ankle exoskeleton on extremely uneven terrain

IEEE Transactions on Robotics

Roberto Leo Medrano

Gray Cortright Thomas

Connor G Keais

Elliott J Rouse

Robert D Gregg

2023/1/23

Improving amputee endurance over activities of daily living with a robotic knee-ankle prosthesis: A case study

T Kevin Best

Curt A Laubscher

Ross J Cortino

Shihao Cheng

Robert D Gregg

2023/10/1

A Modular Framework for Task-Invariant, Energy Shaping Control of Lower-Limb Exoskeletons

Authorea Preprints

Jianping Lin

Gray Cortright Thomas

Nikhil V Divekar

Vamsi Peddinti

Robert Gregg

2023/12/7

Data-driven variable impedance control of a powered knee–ankle prosthesis for adaptive speed and incline walking

IEEE Transactions on Robotics

T Kevin Best

Cara Gonzalez Welker

Elliott J Rouse

Robert D Gregg

2023/1/13

How to Model Brushless Electric Motors for the Design of Lightweight Robotic Systems

arXiv preprint arXiv:2310.00080

Ung Hee Lee

Tor Shepherd

Sangbae Kim

Avik De

Hao Su

...

2023/9/29

Data-Driven Phase-Based Control of a Powered Knee-Ankle Prosthesis for Variable-Incline Stair Ascent and Descent

IEEE Transactions on Medical Robotics and Bionics

Ross J Cortino

T Kevin Best

Robert D Gregg

2023/10/31

Force Sensor Protective Casing and System Design for a Lower Limb Exoskeleton

Erica Santos

Nikhil Divekar

Robert D Gregg

2023

Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Cara Gonzalez Welker

T Kevin Best

Robert D Gregg

2023/9/29

Controlling Powered Prosthesis Kinematics over Continuous Transitions Between Walk and Stair Ascent

Shihao Cheng

Curt A Laubscher

Robert D Gregg

2023/10/1

Optimal Energy Shaping Control for a Backdrivable Hip Exoskeleton

Jiefu Zhang

Jianping Lin

Vamsi Peddinti

Robert D Gregg

2023/5/31

Powered prosthesis with torque dense, low ratio actuation

2023/12/14

An Energetic Approach to Task-Invariant Ankle Exoskeleton Control

Katharine Walters

Gray C Thomas

Jianping Lin

Robert D Gregg

2023/10/1

Convex optimization for spring design of parallel elastic actuators

Sicong Guo

Robert D Gregg

Edgar Bolívar-Nieto

2022/6/8

Deep convolutional neural network and transfer learning for locomotion intent prediction

arXiv preprint arXiv:2209.12365

Duong Le

Shihao Cheng

Robert D Gregg

Maani Ghaffari

2022/9/26

See List of Professors in Robert D. Gregg University(University of Michigan)

Co-Authors

H-index: 62
Aaron D. Ames

Aaron D. Ames

California Institute of Technology

H-index: 30
Elliott J Rouse

Elliott J Rouse

University of Michigan-Dearborn

H-index: 17
Siavash Rezazadeh

Siavash Rezazadeh

University of Denver

H-index: 17
Alireza Mohammadi

Alireza Mohammadi

University of Michigan-Dearborn

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