TY - GEN

T1 - Iterative observer based method for source localization problem for Poisson equation in 3D

AU - Majeed, Muhammad Usman

AU - Laleg-Kirati, Taous-Meriem

N1 - KAUST Repository Item: Exported on 2021-09-14
Acknowledgements: This work was supported by King Abdullah University of Science and Technology (KAUST), KSA.

PY - 2017/7/10

Y1 - 2017/7/10

N2 - A state-observer based method is developed to solve point source localization problem for Poisson equation in a 3D rectangular prism with available boundary data. The technique requires a weighted sum of solutions of multiple boundary data estimation problems for Laplace equation over the 3D domain. The solution of each of these boundary estimation problems involves writing down the mathematical problem in state-space-like representation using one of the space variables as time-like. First, system observability result for 3D boundary estimation problem is recalled in an infinite dimensional setting. Then, based on the observability result, the boundary estimation problem is decomposed into a set of independent 2D sub-problems. These 2D problems are then solved using an iterative observer to obtain the solution. Theoretical results are provided. The method is implemented numerically using finite difference discretization schemes. Numerical illustrations along with simulation results are provided.

AB - A state-observer based method is developed to solve point source localization problem for Poisson equation in a 3D rectangular prism with available boundary data. The technique requires a weighted sum of solutions of multiple boundary data estimation problems for Laplace equation over the 3D domain. The solution of each of these boundary estimation problems involves writing down the mathematical problem in state-space-like representation using one of the space variables as time-like. First, system observability result for 3D boundary estimation problem is recalled in an infinite dimensional setting. Then, based on the observability result, the boundary estimation problem is decomposed into a set of independent 2D sub-problems. These 2D problems are then solved using an iterative observer to obtain the solution. Theoretical results are provided. The method is implemented numerically using finite difference discretization schemes. Numerical illustrations along with simulation results are provided.

UR - http://hdl.handle.net/10754/625674

UR - http://ieeexplore.ieee.org/document/7963449/

UR - http://www.scopus.com/inward/record.url?scp=85027021751&partnerID=8YFLogxK

U2 - 10.23919/ACC.2017.7963449

DO - 10.23919/ACC.2017.7963449

M3 - Conference contribution

AN - SCOPUS:85027021751

SN - 9781509059928

SP - 3257

EP - 3262

BT - 2017 American Control Conference (ACC)

PB - Institute of Electrical and Electronics Engineers (IEEE)

ER -