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dc.contributor.authorMajeed, Muhammad Usman
dc.contributor.authorLaleg-Kirati, Taous-Meriem
dc.date.accessioned2017-01-29T13:51:39Z
dc.date.available2017-01-29T13:51:39Z
dc.date.issued2017-01-05
dc.identifier.citationMajeed MU, Laleg-Kirati TM (2016) Robust iterative observer for source localization for Poisson equation. 2016 IEEE 55th Conference on Decision and Control (CDC). Available: http://dx.doi.org/10.1109/CDC.2016.7798870.
dc.identifier.doi10.1109/CDC.2016.7798870
dc.identifier.urihttp://hdl.handle.net/10754/622793
dc.description.abstractSource localization problem for Poisson equation with available noisy boundary data is well known to be highly sensitive to noise. The problem is ill posed and lacks to fulfill Hadamards stability criteria for well posedness. In this work, first a robust iterative observer is presented for boundary estimation problem for Laplace equation, and then this algorithm along with the available noisy boundary data from the Poisson problem is used to localize point sources inside a rectangular domain. The algorithm is inspired from Kalman filter design, however one of the space variables is used as time-like. Numerical implementation along with simulation results is detailed towards the end.
dc.description.sponsorshipResearch work presented in this paper was funded by King Abdullah University of Science and Technology (KAUST).
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relation.urlhttp://ieeexplore.ieee.org/document/7798870/
dc.subjectAlgorithm design and analysis
dc.subjectLaplace equations
dc.subjectNoise measurement
dc.subjectObservers
dc.subjectPoisson equations
dc.subjectRobustness
dc.titleRobust iterative observer for source localization for Poisson equation
dc.typeConference Paper
dc.contributor.departmentApplied Mathematics and Computational Science Program
dc.contributor.departmentComputational Bioscience Research Center (CBRC)
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentElectrical Engineering Program
dc.identifier.journal2016 IEEE 55th Conference on Decision and Control (CDC)
kaust.personMajeed, Muhammad Usman
kaust.personLaleg-Kirati, Taous-Meriem
dc.date.published-online2017-01-05
dc.date.published-print2016-12


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