Input-output properties of the Page-Hinkley detector
Gerencsér, László and Prosdocimi, C (2011) Input-output properties of the Page-Hinkley detector. SYSTEMS & CONTROL LETTERS, 60 (7). pp. 486-491. ISSN 0167-6911
Text
S0167691111000727.pdf - Published Version Restricted to Registered users only Download (279kB) |
Abstract
We consider the stochastic input–output properties of a simple non-linear dynamical system, the so-called Page–Hinkley detector, playing a key role in change detection, and also in queuing theory. We show that for L-mixing inputs with negative expectation the output process of this system is L-mixing. The result is applied to get an upper bound for the false alarm rate. The proof is then adapted to get a similar result for the case of random i.i.d. inputs. Possible extensions and open problems are given in the discussion.
Item Type: | ISI Article |
---|---|
Subjects: | Q Science > QA Mathematics and Computer Science > QA75 Electronic computers. Computer science / számítástechnika, számítógéptudomány |
Divisions: | Systems and Control Lab |
Depositing User: | EPrints Admin |
Date Deposited: | 12 Dec 2012 08:40 |
Last Modified: | 05 Feb 2014 15:48 |
URI: | https://eprints.sztaki.hu/id/eprint/6620 |
Update Item |