Towards a serious game based human-robot framework for fatigue assessment
Varun Kanal, James Brady, Harish Ram Nambiappan, Maria Kyrarini, Glenn R. Wylie, Fillia Makedon
- Year
- 2020
- Citations
- 14
Abstract
Fatigue is a prevalent and important symptom in many diseases and disorders. It may be categorized into two main types physical and cognitive. It is important to study both of these as in the real world they frequently occur at the same time. In this paper, a testbed to study physical and cognitive fatigue is introduced. The system utilizes a game and a robotic arm to induce cognitive and physical fatigue respectively. The game incorporated the N-back tasks to induce cognitive fatigue. The robotic arm induced physical fatigue by resisting subjects' movements. Results indicate that this system is able to induce cognitive fatigue, and also indicate new directions for future research
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002