BCI-based robot rehabilitation framework for stroke patients Background & objective Stroke is a leading cause of long-term motor disability among adults. Current rehabilitative interventions often do not help patients with severe motor impairment. Significant functional recovery after a year is rare despite novel interventional approaches for application in the chronic stage such as bilateral a...

This study on the design of PID controllers for flexible single-arm robot system optimizationPSO method is focused so that the coefficients of the PID controller are reduced. In this study,PID controller and PSO algorithm have been described and then by using MATLAB, PIDcontrol was simulated. Then by PSO algorithm, attempts to reduce the PID coefficients are givenby simulation. Finally PID coef...

Trajectory tracking is utilized in medical rehabilitation programs at the early stage of order to track performance patient performing prescribed task. The robotic arm has been accomplish this due it precision and provide repetitive motion. goal study design simulate a two-degree-of-freedom that can effectively trajectory. As result, discusses modelling, simulation, control Two Degree Freedom (...

Human environments present special challenges for robot manipulation, since they are complex, dynamic, uncontrolled, and difficult to perceive reliably. For tasks that involve two handheld objects, the use of two arms can help overcome these challenges. With bimanual manipulation, a robot can simultaneously control two handheld objects in order to better perceive key features, control the objec...