TY - JOUR
T1 - An Adaptive Observer-Based Algorithm for Solving Inverse Source Problem for the Wave Equation
AU - Asiri, Sharefa M.
AU - Zayane, Chadia
AU - Laleg-Kirati, Taous-Meriem
N1 - KAUST Repository Item: Exported on 2020-10-01
PY - 2015/10/19
Y1 - 2015/10/19
N2 - Observers are well known in control theory. Originally designed to estimate the hidden states of dynamical systems given some measurements, the observers scope has been recently extended to the estimation of some unknowns, for systems governed by partial differential equations. In this paper, observers are used to solve inverse source problem for a one-dimensional wave equation. An adaptive observer is designed to estimate the state and source components for a fully discretized system. The effectiveness of the algorithm is emphasized in noise-free and noisy cases and an insight on the impact of measurements’ size and location is provided.
AB - Observers are well known in control theory. Originally designed to estimate the hidden states of dynamical systems given some measurements, the observers scope has been recently extended to the estimation of some unknowns, for systems governed by partial differential equations. In this paper, observers are used to solve inverse source problem for a one-dimensional wave equation. An adaptive observer is designed to estimate the state and source components for a fully discretized system. The effectiveness of the algorithm is emphasized in noise-free and noisy cases and an insight on the impact of measurements’ size and location is provided.
UR - http://hdl.handle.net/10754/581311
UR - http://www.hindawi.com/journals/mpe/2015/796539/
UR - http://www.scopus.com/inward/record.url?scp=84946908853&partnerID=8YFLogxK
U2 - 10.1155/2015/796539
DO - 10.1155/2015/796539
M3 - Article
VL - 2015
SP - 1
EP - 8
JO - Mathematical Problems in Engineering
JF - Mathematical Problems in Engineering
SN - 1024-123X
ER -