Abstract
This paper presents the design and development of a low cost robotic knee exoskeleton with mobile interface for active assistance of gait rehabilitation of patients who suffer lower limb impairment. Interaction based on electromyography (EMG) is used for detecting motion intention to recognize muscular activity patterns by applying artificial neural network (ANN) algorithms. A comparison of muscular activity between the rectus femoris of each lower limb is made in order to find which offers better results. Once the system identifies a motion intention, it generates a predefined trajectory that mimics the gait cycle pattern of the knee joint. The actuator of the exoskeleton is required to accomplish this movement based on a position control strategy. The exoskeleton's operation is supervised remotely through a mobile device, which is connected to a database that contains three rehabilitation routines previously set by medical staff. The robotic knee prototype is validated by monitoring its performance while being used, initially by healthy subjects.
| Original language | English |
|---|---|
| Article number | 9381791 |
| Pages (from-to) | 1503-1510 |
| Number of pages | 8 |
| Journal | IEEE Latin America Transactions |
| Volume | 18 |
| Issue number | 9 |
| DOIs | |
| State | Published - Sep 2020 |
Keywords
- Artificial Neural Network
- Emg signal processing
- Gait rehabilitation
- Knee exoskeleton
- Motion intention detection
- Rectus femoris
- Remote supervision
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Dive into the research topics of 'Robotic knee exoskeleton prototype to assist patients in gait rehabilitation'. Together they form a unique fingerprint.Projects
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Robotic exoskeleton for functional assistance in the march of patients with incomplete spinal injuries: design and initial application
Minchala Avila, L. I. (Director), Astudillo Salinas, D. F. (Co-Director), Ayavaca Tapia, L. M. (Researcher), Barreto Andrade, J. A. (Researcher), Cardenas Leon, V. V. (Researcher), Mora Tola, E. J. (Researcher), Vazquez Rodas, A. M. (Researcher), Wong De, B. S. (Researcher) & Merchán Piedra, D. F. (Assimilated Technical Staff)
3/09/18 → 31/08/21
Project: Research
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