About Me

Hello, my name is Curt. I'm a controls engineer from the United States working in wearable robotics. I'm currently a post-doc at the University of Michigan, where I help develop controllers for powered lower-limb prostheses and conduct human-subject studies. I'm not shy of math; I previously developed and analyzed my own novel controllers and applied them to the Indego Explorer exoskeleton. That built on my PhD work at Cleveland State University, where I designed, prototyped, and tested a pediatric exoskeleton. Outside of research and work, my personal technical hobby projects involve coding and computer networking.

This website serves as my extended curriculum vitae with a summary of my academic/employment background and achievements below and tabs above linking to dedicated pages cataloging my publications and projects. I also have a slightly condensed version of my curriculum vitae as a PDF.

Career

  • Postdoctoral Researcher, Locomotor Control Systems Lab, University of Michigan, May 2022 – Present

    Investigating and applying control methods for powered lower-limb prostheses to improve functional use in studies with amputee participants. Mentored PhD students and contributed to research that resulted in 9 publications and 3 patent applications under supervision of Dr. Robert D. Gregg.

  • Postdoctoral Researcher, Center for Rotating Machinery Dynamics and Control, Cleveland State University, May 2020 – April 2022

    Explored and experimentally evaluated hybrid zero dynamics and other novel control strategies for the Indego Explorer exoskeleton, formerly developed by Parker Hannifin and now Ekso Bionics. This collaborative research, under supervision of Dr. Jerzy T. Sawicki, led to 6 publications during my post-doc.

  • Graduate Assistant, Center for Rotating Machinery Dynamics and Control, Cleveland State University, July 2014 – May 2020

    Designed and experimentally evaluated a powered lower-limb orthosis intended to accommodate growth in children. My pediatric orthosis research under supervision of Dr. Jerzy T. Sawicki led to my PhD dissertation, 7 publications, and 2 patent applications.

  • Intern, Aclara RF Systems Inc., June 2012 – Aug 2012

    Managed transferring technical drawings, bill of materials, etc. to new Teamcenter PLM software by updating inaccurate or missing documents and information when applicable.

  • Engineering Intern, Fredrick, Fredrick & Heller, May 2011 – Aug 2011, Dec 2011 – Jan 2012

    Designed plumbing, piping, and HVAC ductwork systems by applying load calculations, element sizing, and system layout. The work primarily involved AutoCAD MEP and Autodesk Revit software and was done in collaboration with a team of electrical and mechanical engineers.

Education

  • Doctor of Philosophy in Engineering, Cleveland State University, 2014 – 2020

    Dissertation topic: Development and evaluation of a pediatric lower-limb exoskeleton for children with walking impairment. Elective coursework primarily on system dynamics, control, and mechatronics.

  • Bachelor of Mechanical Engineering with a minor in physics, Cleveland State University, 2009 – 2014

    Senior capstone project: Development of a human-powered hydraulic bicycle and competed in the Chainless Challenge US national competition.

Publications and Patents

The items below are only a selected subset. For a more extensive list, visit the Publications webpage.

  • R. D. Gregg, S. Cheng, C. A. Laubscher, “Powered prosthesis and activity classifier”, International Patent App. No. PCT/US2025/053837, 2025.
  • R. D. Gregg, A. E. Lang, C. A. Laubscher, and S. Cheng, “Limb-assistive device and system with user-wearable interface”, U.S. Patent App. No. 63/839,889, 2025.

Professional Activities and Recognitions

Funding Involvement

  • Contributed to a student's Department of Defense National Defense Science and Engineering Graduate (DoD NDSEG) fellowship application for their research at the University of Michigan (2025).
  • Contributed to a student's successful National Science Foundation Graduate Research Fellowship Program (NSF GRFP) application which provided support for their research at the University of Michigan (2022).
  • Received the Graduate Student Research Award (GSRA) from Cleveland State University which provided partial support for my PhD research (2019).

Mentorship Experience

  • Mentored several PhD students at the University of Michigan in control development, theoretical analysis, hardware integration, debugging, experimental design, participant interaction, data analysis, manuscript preparation, and fellowship proposals. This hands-on involvement contributed to my co-authorship on 9 publications and 3 patent applications.
  • Mentored several undergraduate and master's students at the University of Michigan through Summer Undergraduate Research in Engineering (SURE), Undergraduate Research Opportunity Program (UROP), Directed Study MS research credits, or volunteers. I provided mentorship in control development, theoretical analysis, hardware integration, debugging, research practice, and data analysis.
  • Mentored 2 students from the Research Experiences for Undergraduates (REU) program at Cleveland State University in performing simulations and experiments with the pediatric exoskeleton, resulting in 1 publication (2017).

Recognition and Awards

  • Placed 3rd in Research Day poster competition at Washkewicz College of Engineering, Cleveland State University (2018).
  • Student member of Tau Beta Pi Engineering Honor Society (2012 – Present), CSU NSF/STEM Program (2010 – 2013), and Scholars Program (2009 – 2013).
  • Received multiple certificates for placement on the Dean’s List and President’s List as an undergraduate student at Cleveland State University (2009 – 2014).
  • Placed 1st in Technical Drafting SkillsUSA regional competition (2009) and 1st in Related Technical Math SkillsUSA state competition (2008).

Technical Skills

Experimental Research and Data Analysis

  • Human-Subject Research: Experimental protocol development and execution; Participant recruitment and coordination; Transfemoral amputee studies; Controller validation with participants; Familiarity with IRB protocols and informed consent
  • Signal Processing and Analysis: Analysis of biomechanical signals from motion-capture (e.g., kinematics, kinetics, joint energetics, gait segmentation); Digital filtering and outlier removal; Time-series synchronization; Frequency-domain analysis; Comparisons between conditions and statistics (e.g., t‑tests, ANOVA, fixed-effects models)

Applied Control Methods

  • Established Methods: Impedance control; Phase-based, hybrid zero dynamics-based (bilateral mixing for double support), and virtual-constraint control; Feedback linearization, inverse dynamics, and computed torque control; PID and position tracking control; Reference trajectory generation
  • Developed Methods: Hybrid impedance-sliding-mode switching control (theory-driven for desirable properties); Angular-momentum-based control (numerical optimization); Gait guidance control (gradients)
  • Control Logic and Flow: Finite-state machines and transition rules; Activity classification and intent recognition; Continuous interpolation between activity control modes

Modeling and Estimation

  • Modeling and System Identification: Physics-based and data-driven models; White/gray/black-box modeling; Modeling of robotic and mechanical dynamical systems; Model structure selection and parameter fitting from data; Linear system identification; Physical-parameter identification
  • Estimation and Filtering: IIR filters (e.g., first-order exponential and Butterworth filters); FIR filters (e.g. unweighted and weighted moving averages); Complementary filtering for IMU sensor fusion; Extended Kalman filtering and state estimation; Phase (gait progression) estimation; Linear-envelope extraction

Programming and Real-Time Environments

  • Coding: Expert in MATLAB; Proficient in Python, Simulink, LabVIEW; Prior exposure to C#, Pascal
  • Real-Time Environments: NI LabVIEW/myRIO; dSPACE MicroLabBox; Simulink Desktop Real-Time
  • Networking and Messaging: Custom application-layer protocols; ZeroMQ; Network topologies

Robotic Platforms and Mechanical Design

  • Robotic Platforms: Össur Power Knee; Parker Hannifin / Ekso Indego Explorer exoskeleton; In-house powered knee-ankle and powered-knee passive-ankle prostheses; Custom-designed lower-limb exoskeleton
  • Design Experience: Lower-limb exoskeleton and joint actuator design; Anthropometrically parameterized design; Belt transmission design; Design requirements from anthropometric and biomechanical data (e.g., torque, speed, power, range-of-motion); Technical drawings; Dimensional tolerancing; Prototype assembly; Benchtop validation
  • CAD Software: Proficient in SolidWorks; Prior exposure to Autodesk Inventor