Title :
Bit accurate roundoff noise analysis of fixed-point linear controllers
Author :
Hilaire, Thibault ; Ménard, Daniel ; Sentieys, Olivier
Author_Institution :
IRISA/IRISA - Cairn project, Univ. of Rennes 1, Rennes
Abstract :
The analytic evaluation of roundoff noise is an interesting approach to analyze the effects of fixed-point implementation of linear filters or controllers. This paper is based on a generic framework that describes controller algorithms. Fixed-point implementation (in different schemes) that is associated to these algorithms are exhibited, and the output roundoff noise power is then analytically build. Finally, the optimal realization problem, according to the roundoff noise power, is considered.
Keywords :
control system analysis; digital filters; linear systems; optimal control; roundoff errors; bit accurate roundoff noise analysis; fixed-point linear controller; linear filter; optimal realization problem; output roundoff noise power; Algorithm design and analysis; Control systems; Hardware; Integrated circuit noise; Nonlinear filters; Quantization; Roundoff errors; Signal processing algorithms; Signal to noise ratio; System analysis and design;
Conference_Titel :
Computer-Aided Control Systems, 2008. CACSD 2008. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2221-0
DOI :
10.1109/CACSD.2008.4627366