Pneumatic Muscles Actuated Lower-Limb Orthosis Model Verification with Actual Human Muscle Activation Patterns

Abstract

Abstract.A review study was conducted on existing lower-limb orthosis systems for rehabilitation which implemented pneumatic muscle type of actuators with the aim to clarify the current and on-going research in this field. The implementation of pneumatic artificial muscle will play an important role for the development of the advanced robotic system. In this research a derivation model for the antagonistic mono-and bi-articular muscles using pneumatic artificial muscles of a lower limb orthosis will be verified with actual human's muscle activities models. A healthy and young male 29 years old subject with height 174cm and weight 68kg was used as a test subject. Two mono-articular muscles Vastus Medialis (VM) and Vastus Lateralis (VL) were selected to verify the mono-articular muscle models and muscle synergy between anterior muscles. Two biarticular muscles Rectus Femoris (RF) and Bicep Femoris (BF) were selected to verify the bi-articular muscle models and muscle co-contraction between anterior-posterior muscles. The test was carried out on a treadmill with a speed of 4.0 km/h, which approximately around 1.25 m/s for completing one cycle of walking motion. The data was collected for about one minute on a treadmill and 20 complete cycles of walking motion were successfully recorded. For the evaluations, the mathematical model obtained from the derivation and the actual human muscle activation patterns obtained using the surface electromyography (sEMG) system were compared and analysed. The results shown that, high correlation values ranging from 0.83 up to 0.93 were obtained in between the derivation model and the actual human muscle's model for both mono-and biarticular muscles. As a conclusion, based on the verification with the sEMG muscle activities data and its correlation values, the proposed derivation models of the antagonistic mono-and bi-articular muscles were suitable to simulate and controls the pneumatic muscles actuated lower limb orthosis.

Adaptive control of an actuated-ankle-foot-orthosis

“…For example, in [19][20][21], lower limb exoskeletons are controlled based on the use of electromyography (EMG) signals to assist the patient according to an intention detection. e controllers used in these studies are proportional to the EMG signals, but the muscles working around the ankle joint could work in synergy by cocontracting at speci c moments of the gait cycle, as reported in [22], thus requiring to consider more complex controllers for EMG-based applications. However, in practice, EMG-based approaches are usually very complex to implement as EMG signals are largely a ected by sensor position, skin impedance changes, and muscular fatigue [23].…”