Automatic adaptation of sensor-based robots

Abstract

We present a framework for an adaptive system capable of automatically optimizing a given sensor-based program for an industrial robot to facilitate the development of fast and robust applications. We present a systematic overview of the layers of the robot controller in which a speed-up may be gained by incorporating adaptation techniques. We then measure the potential for optimization at a specific level to determine the improvement yielded with this optimization.