Title :
Linear probability feedback processes
Author :
Rovatti, Riccardo ; Mazzini, Gianluca ; Setti, Gianluca ; Vitali, Stefano
Author_Institution :
ARCES, Univ. of Bologna, Bologna
Abstract :
The analysis of discrete-time two-valued processes is often addressed assuming they have at most the memory of one step in the past. We here relax this assumption and propose a generator of antipodal stochastic processes which relies on a linear probability feedback that implies a memory equal to that of the feedback Alter. For such a scheme an explicit spectrum formula is derived as well as a synthesis procedure going from a special type of spectrum specification to feedback filter design.
Keywords :
analogue processing circuits; circuit feedback; discrete time filters; linear network synthesis; probability; spectral analysis; stochastic processes; antipodal stochastic process generator; discrete-time two-valued processes; explicit spectrum formula; feedback filter design; linear probability feedback processes; memory aspects; spectrum specification; synthesis procedure; Design engineering; Feedback; Information filtering; Information filters; Noise level; Nonlinear filters; Power generation; Quantization; Stochastic processes; Working environment noise;
Conference_Titel :
Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-1683-7
Electronic_ISBN :
978-1-4244-1684-4
DOI :
10.1109/ISCAS.2008.4541476
