Title :
On multirate control of a fast-rate beam steering system using slow-rate image sensor feedback
Author :
Tani, Jacopo ; Mishra, Shivakant ; Wen, J.
Author_Institution :
Dept. of Mech., Aerosp., & Nucl. Eng., Rensselaer Polytech. Inst., Troy, NY, USA
Abstract :
This paper demonstrates the use of a slow-rate image sensor for control of a fast-rate beam steering system. The image sensor is modeled as an integrative intensity sensor, from which fast-rate dynamics may be estimated by appropriate motion-field extraction. These fast-rate state estimates obtained from the slow-rate image sensor are then used for a multirate model-following controller that achieves desired performance through state-matching. This is in contrast to traditional control schemes for fast-rate systems with image sensors, which rely on the slow-rate time-averaged output measurement during the exposure time of the image sensor (i.e., the first spatial moment of the acquired image), discarding the image blur as noise. We demonstrate that the proposed multirate feedback controller, which uses the entire intensity distribution at the image sensor, provides superior tracking performance than a similar multirate controller that uses only the first moment of the image (time-averaged output) as feedback measurements.
Keywords :
beam steering; control system synthesis; feature extraction; feedback; image restoration; image sensors; mirrors; motion estimation; optical control; state estimation; fast-rate beam steering system; fast-rate dynamics; fast-rate state estimates; feedback measurements; image blur; integrative intensity sensor; intensity distribution; motion-field extraction; multirate feedback controller; multirate feedback controller design strategy; multirate model-following controller; slow-rate image sensor feedback; slow-rate time-averaged output measurement; state-matching; Barium; Cameras; Facsimile; Field-flow fractionation; Noise;
Conference_Titel :
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location :
Firenze
Print_ISBN :
978-1-4673-5714-2
DOI :
10.1109/CDC.2013.6761104