Design, Analysis, and Development of Low-Cost State-of-the-Art Magnetorheological-Based Microprocessor Prosthetic Knee

• Published in: Sensors (Basel, Switzerland) Vol. 24; no. 1; p. 255
• Main Authors: Qadir, Muhammad Usman, Haq, Izhar Ul, Khan, Muhammad Awais, Shah, Kamran, Chouikhi, Houssam, Ismail, Mohamed A
• Format: Journal Article
• Language: English
• Published: Switzerland MDPI AG 01.01.2024; MDPI
• Subjects: Actuators; Amputation; Analysis; Central processing units; Developing countries; Economic aspects; Embedded systems; Gait; hierarchical control architecture; Hydraulics; Implants, Artificial; Knee; LDCs; Magnetic fields; magnetorheological damper; Microprocessors; Prostheses; Prosthesis; Rehabilitation; semi-active prosthetic knee; Sensors; Strain gauges; transfemoral amputation; variable current controller; Walking; transfemoral amputation; variable current controller; magnetorheological damper; semi-active prosthetic knee; hierarchical control architecture
• ISSN: 1424-8220; 1424-8220
• DOI: 10.3390/s24010255

For amputees, amputation is a devastating experience. Transfemoral amputees require an artificial lower limb prosthesis as a replacement for regaining their gait functions after amputation. Microprocessor-based transfemoral prosthesis has gained significant importance in the last two decades for the rehabilitation of lower limb amputees by assisting them in performing activities of daily living. Commercially available microprocessor-based knee joints have the needed features but are costly, making them beyond the reach of most amputees. The excessive cost of these devices can be attributed to custom sensing and actuating mechanisms, which require significant development cost, making them beyond the reach of most amputees. This research contributes to developing a cost-effective microprocessor-based transfemoral prosthesis by integrating off-the-shelf sensing and actuating mechanisms. Accordingly, a three-level control architecture consisting of top, middle, and low-level controllers was developed for the proposed prosthesis. The top-level controller is responsible for identifying the amputee intent and mode of activity. The mid-level controller determines distinct phases in the activity mode, and the low-level controller was designed to modulate the damping across distinct phases. The developed prosthesis was evaluated on unilateral transfemoral amputees. Since off-the-shelf sensors and actuators are used in i-Inspire, various trials were conducted to evaluate the repeatability of the sensory data. Accordingly, the mean coefficients of correlation for knee angle, force, and inclination were computed at slow and medium walking speeds. The obtained values were, respectively, 0.982 and 0.946 for knee angle, 0.942 and 0.928 for knee force, and 0.825 and 0.758 for knee inclination. These results confirmed that the data are highly correlated with minimum covariance. Accordingly, the sensors provide reliable and repeatable data to the controller for mode detection and intent recognition. Furthermore, the knee angles at self-selected walking speeds were recorded, and it was observed that the i-Inspire Knee maintains a maximum flexion angle between 50° and 60°, which is in accordance with state-of-the-art microprocessor-based transfemoral prosthesis.