North Carolina State University at Raleigh · EngineeringHuang Prosthetics Lab
He Huang · Raleigh, North Carolina
Research Focus
Dr. He Huang's research lab focuses on enhancing the functionality and accessibility of powered prosthetic devices for individuals with lower limb amputations. By utilizing advanced techniques like reinforcement learning and neural interfacing, the lab aims to personalize prosthetic control, improve balance, and ultimately enhance the quality of life for amputees. Their work addresses critical challenges such as gait efficiency and postural stability in daily activities.
prostheticslower limb amputationreinforcement learningbalance controlmachine learning
Research Aims
4AIM 01Develop a reinforcement learning system for personalized control of powered prostheses.
AIM 02Investigate the impact of direct EMG control on balance and stability in amputees.
AIM 03Enhance community participation and quality of life for lower limb amputees through advanced prosthesis technology.
AIM 04Reduce falls and improve locomotion functions in individuals with lower limb amputation.
Skills the Lab Values
rehabilitation technology designrobotics developmentelectromyographic (EMG) controlclinical research methodsprototype testing
Output against the department
Publications392top 18% of dept.49th of 278
this lab
most publishedleast published
Citations11ktop 35% of dept.98th of 278
this lab
most citedleast cited
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