Keywords
EMG; ALS; Serious Games; Neurodegenerative; Autonomy; Quality of Life; Powered wheelchair
Abstract
Amyotrophic lateral sclerosis (ALS) is a terminal neurodegenerative disease that leads to a lack of independent mobility. One solution uses a unilateral surface EMG (sEMG) interface on the temporalis muscle to provide autonomous control of a powered wheelchair. Limbitless Journey, an EMG-controlled serious game, intends to provide users with a virtual environment to train in before use in a real-world scenario. A recent study analyzed the effect of video game training on the use of sEMG systems on the forearm, showing significant improvement in the usage of the interface but no difference between Free Play and structured play. The study of interest emulates this investigation while extending its generalizability by using the temporalis muscle and incorporating Limbitless Journey as an alternative training method.
Participants first played another training game, Limbitless Runner’s Ring Challenge, as a pre-test, requiring participants to flex at different strengths to jump through hoops of various heights. Participants then completed serious game training, consisting of Journey, Runner’s Ring Challenge, or Runner’s Free Play modes. The pre-test was repeated to detect variation in the score. Two post-assessment surveys were utilized to determine perceptions of the video game training and the usability of the sEMG training system for video game control.
Thesis Completion Year
2024
Thesis Completion Semester
Spring
Thesis Chair
Smith, Peter
College
College of Sciences
Department
Games and Interactive Media Program
Thesis Discipline
Gamified Training and Rehabilitation
Language
English
Access Status
Open Access
Length of Campus Access
None
Campus Location
Orlando (Main) Campus
STARS Citation
MacDonald, Calvin, "Serious Game-based Training for Improved Utilization of a Novel Temporalis EMG Interface for Controlling Powered Wheelchairs" (2024). Honors Undergraduate Theses. 112.
https://stars.library.ucf.edu/hut2024/112
Included in
Biomedical Devices and Instrumentation Commons, Other Biomedical Engineering and Bioengineering Commons, Other Rehabilitation and Therapy Commons