Title :
Roundoff noise analysis of finite wordlength realizations with the implicit state-space framework
Author :
Hilaire, Thibault ; Menard, Daniel ; Sentieys, Olivier
Author_Institution :
R2D2 Team, IRISA, Lannion, France
Abstract :
The analytic evaluation of the system output roundoff noise is an interesting approach to analyze the effect of a Finite Word Length implementation of linear filters. Previous works have introduced the Roundoff Noise Gain in this context and applied it to shift and δ-realizations. To generalize them, the paper is based on a more general representation and exhibits the output noise power in the general case. Finally, the problem optimal realization problem, according to the Roundoff Noise Gain measure, is considered.
Keywords :
roundoff errors; signal processing; state-space methods; δ-realizations; finite word length realizations; implicit state-space framework; linear filters; noise power; optimal realization problem; roundoff noise analysis; roundoff noise gain measure; Context; Digital signal processing; Field programmable gate arrays; Noise; Noise measurement; Sensitivity; Transfer functions;
Conference_Titel :
Signal Processing Conference, 2007 15th European
Conference_Location :
Poznan
Print_ISBN :
978-839-2134-04-6