Title :
Direct Motion Planning for Vision-Based Control
Author :
Pieters, Roel ; Zhenyu Ye ; Jonker, Pieter ; Nijmeijer, H.
Author_Institution :
Multi-Scale Robot. Lab., ETH Zurich, Zurich, Switzerland
Abstract :
This paper presents direct methods for vision-based control for the application of industrial inkjet printing. In this, visual control is designed with a direct coupling between camera measurements and joint motion. Traditional visual servoing commonly has a slow visual update rate and needs an additional local joint controller to guarantee stability. By only using the product as reference and sampling with a high update rate, direct visual measurements are sufficient for controlled positioning. The proposed method is simpler and more reliable than standard motor encoders, despite the tight real-time constraints. This direct visual control method is experimentally verified with a 2D planar motion stage for micrometer positioning. To achieve accurate and fast motion, a balance is found between frame rate and image size. With a frame rate of 1600 fps and an image size of 160 × 100 pixels we show the effectiveness of the approach.
Keywords :
computer vision; control system synthesis; ink jet printing; microrobots; motion control; path planning; position control; stability; visual servoing; 2D planar motion stage; camera measurements; controlled positioning; direct coupling; direct motion planning; direct visual control method; direct visual measurements; frame rate; guarantee stability; image size; industrial inkjet printing; joint motion; local joint controller; micrometer positioning; real-time constraint; standard motor encoder; vision-based control; visual control design; visual servoing; visual update rate; Ink jet printing; Motion planning; Organic light emitting diodes; Trajectory; Visual servoing; Visualization; Inkjet printing; microrobotics; product as encoder; trajectory generation; vision-based control;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2014.2345954