Remarks on model-based estimation of nonhomogeneous Poisson processes and applications to biological systems

Maja Skataric, Eduardo Sontag

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper makes some remarks concerning model-based estimation methods for the rate of a nonhomogeneous Poisson processes that describes events arising from modeling biological phenomena in which discrete events are measured. We describe an approach based on observers and Kalman filters as well as preliminary simulation results, and compare these to other methods (not model-based) in the literature.

Original languageEnglish (US)
Title of host publication2014 European Control Conference, ECC 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages2052-2057
Number of pages6
ISBN (Electronic)9783952426913
DOIs
StatePublished - Jul 22 2014
Event13th European Control Conference, ECC 2014 - Strasbourg, France
Duration: Jun 24 2014Jun 27 2014

Publication series

Name2014 European Control Conference, ECC 2014

Other

Other13th European Control Conference, ECC 2014
Country/TerritoryFrance
CityStrasbourg
Period6/24/146/27/14

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering

Fingerprint

Dive into the research topics of 'Remarks on model-based estimation of nonhomogeneous Poisson processes and applications to biological systems'. Together they form a unique fingerprint.

Cite this