Sciweavers

Share
CDC
2010
IEEE

A recursive system identification method based on binary measurements

10 years 6 months ago
A recursive system identification method based on binary measurements
Abstract-- An online approach to parameter estimation problems based on binary observations is presented in this paper. This recursive identification method relies on a least-mean squares approach which makes it possible to estimate the coefficients of a finite-impulse response system knowing only the system input and the sign of the system output. The impulse response is identified up to a positive multiplicative constant. The role of the regulative coefficient is investigated thanks to simulated data. The proposed method is compared with another online approach: it is shown that the proposed method is competitive with the other one in terms of estimation quality and of calculation complexity.
Kian Jafari, Jérôme Juillard, É
Added 13 May 2011
Updated 13 May 2011
Type Journal
Year 2010
Where CDC
Authors Kian Jafari, Jérôme Juillard, Éric Colinet
Comments (0)
books