Simulation and Processing Techniques of Surface Electromyography Signal to Control a Lower Extremity Exoskeleton

Simulation Techniques and Control Schemes in Electromyography for A Lower Limb and Power Assist Exoskeleton

This paper represents the first part of our work in which a successful exoskeleton system has been designed. With this design, the concentration is on effects of compliant human – exoskeleton robot on kinematics and muscle activity during human walking with or without carrying loads. In order to achieve these aims, two control methods are used: kinematic and surface electromyography (sEMG) – ba...

Effect of Target Impedance Selection on the Lower Extremity Assistive Exoskeleton Performance

Exoskeletons are utilized extensively in robotic rehabilitation and power augmentation purposes. One of the most recognised control algorithms utilized in this field is the impedance controller. Impedance control approach provides the capability of realizing different rehabilitation exercises by tuning the target impedance gains. Trial and error experimental approach is one of the most common m...

Control of lower limb exoskeleton with simulated EMG signal

The effects of different control methods on human biomechanics during exoskeleton walking

Ever since human ancestors picked up rocks and used them as tools, technology has enhanced human capabilities. Over the last decades more and more research has been done in trying to enhance strength and endurance by means of an exoskeleton. Reducing the metabolic cost of human walking using lower extremity exoskeletons is one of the challenges that has been taken on by several research groups....

Implementation of a Surface Electromyography-Based Upper Extremity Exoskeleton Controller Using Learning from Demonstration

Upper-extremity exoskeletons have demonstrated potential as augmentative, assistive, and rehabilitative devices. Typical control of upper-extremity exoskeletons have relied on switches, force/torque sensors, and surface electromyography (sEMG), but these systems are usually reactionary, and/or rely on entirely hand-tuned parameters. sEMG-based systems may be able to provide anticipatory control...