Change detection with unknown post-change parameter using Kiefer-Wolfowitz method

We consider a change detection problem with an unknown post-change parameter. The optimal algorithm in minimizing worst case detection delay subject to a constraint on average run length, referred as parallel CUSUM, is computationally expensive. We propose a low complexity algorithm based on paramet...

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Bibliographic Details

Published in:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) pp. 3919 - 3923
Main Authors:	Singamasetty, Vijay, Nair, Navneeth, Bhashyam, Srikrishna, Pachai Kannu, Arun
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.03.2017
Subjects:	average run length Change detection algorithms Convergence CUSUM Delays Detection delay false alarm probability Kiefer-Wolfowitz algorithm Mathematical model Tuning
ISSN:	2379-190X
Online Access:	Get full text
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