Measurement and Control · 2022 · 12 citations · 21 references
EngineeringMechanical EngineeringRobotics EngineeringMotion PlanningRobot ControlRoboticsDynamic ControlOptimal ControlRobot Motion PlanningTrajectory DynamicsTrajectory OptimizationUnderactuated Robot DynamicsDifferential EvolutionFinite TimeFinite-time ControlMotion Planning For Underactuated RobotsTrajectory Optimization For Underactuated SystemsUnderactuated DynamicsUnderactuated System Trajectory Optimization
The swarm planar underactuated robots have the ability to organize each robot to complete task in a finite time and the characteristics of ignoring gravity, energy saving, light weight, and so on. In this paper, we propose control strategy for such robot via motion planning and intelligent algorithm. First, we establish a unified dynamic model and analysis its underactuated characteristics. In order to enable all links to reach the target position smoothly in a finite time, a suitable trajectory is planned and parameters are optimized by the differential evolution algorithm (DEA). Then, the controllers are designed for each planar underactuated robot. Finally, the simulation results show that the proposed strategy is effective.
21
2004 · 282 citations
Engineering, Electrical Engineering, Mechanical Engineering +12
Differential Evolution With Auto-Enhanced Population Diversity
Ming Yang, Changhe Li, Zhihua Cai et al. · IEEE Transactions on Cybernetics · 2014 · 224 citations
Life Sciences, Evolutionary Biology, Evolutionary Theory +14