Temporal Coupling of Dynamical Movement Primitives for Constrained Velocities and Accelerations
Artikel i vetenskaplig tidskrift, 2021

The framework of Dynamical Movement Primitives (DMPs) has become a popular method for trajectory generation in robotics. Most robotic systems are subject to saturation and/or kinematic constraints on motion variables, but DMPs do not inherently encode constraints and this may lead to poor tracking performance. Temporal coupling (online temporal scaling) of DMPs represents a possible way for handling constrained systems. This letter presents a temporal coupling for DMPs to handle velocity and acceleration constraints for the generated trajectory. A novel filter is presented based on a potential function which proactively scales the trajectory before reaching the acceleration limits. In this way, the velocities and accelerations remain within the limits even for trajectories with aggressive accelerations and stricter bounds. The performance of the proposed method is demonstrated by means of simulations and experiments on a UR10 robot.

reactive and sensor-based planning

Motion control

Författare

Albin Dahlin

Chalmers, Elektroteknik, System- och reglerteknik, Mekatronik

Yiannis Karayiannidis

Chalmers, Elektroteknik, System- och reglerteknik, Mekatronik

IEEE Robotics and Automation Letters

2377-3766 (ISSN)

Vol. 6 2 2233-2239 9353217

Ämneskategorier

Robotteknik och automation

Reglerteknik

Datorseende och robotik (autonoma system)

DOI

10.1109/LRA.2021.3058874

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Senast uppdaterat

2021-04-16