TY - JOUR
T1 - Shape Uncertainty Quantification for Electromagnetic Wave Scattering via First-Order Sparse Boundary Element Approximation
AU - Escapil-Inchauspe, Paul
AU - Jerez-Hanckes, Carlos
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - Quantifying the effects on electromagnetic waves scattered by objects of uncertain shape is key for robust design, particularly in high-precision applications. Assuming small random perturbations departing from a nominal domain, the first-order sparse boundary (FOSB) element method has been proven to directly compute statistical moments with poly-logarithmic complexity for a prescribed accuracy, without resorting to computationally intense Monte Carlo (MC) simulations. However, implementing FOSB is not straightforward as the lack of compelling computational results for EM scattering attests. In this work, we present a first full 3-D implementation of FOSB for shape-related uncertainty quantification (UQ) in EM scattering. In doing so, we address several implementation issues such as ill-conditioning and large computational and memory requirements and present a comprehensive, state-of-the-art, easy-to-use, open-source computational framework to directly apply this technique when dealing with complex objects. Exhaustive numerical experiments confirm our claims and demonstrate the technique's applicability and provide pathways for further improvement.
AB - Quantifying the effects on electromagnetic waves scattered by objects of uncertain shape is key for robust design, particularly in high-precision applications. Assuming small random perturbations departing from a nominal domain, the first-order sparse boundary (FOSB) element method has been proven to directly compute statistical moments with poly-logarithmic complexity for a prescribed accuracy, without resorting to computationally intense Monte Carlo (MC) simulations. However, implementing FOSB is not straightforward as the lack of compelling computational results for EM scattering attests. In this work, we present a first full 3-D implementation of FOSB for shape-related uncertainty quantification (UQ) in EM scattering. In doing so, we address several implementation issues such as ill-conditioning and large computational and memory requirements and present a comprehensive, state-of-the-art, easy-to-use, open-source computational framework to directly apply this technique when dealing with complex objects. Exhaustive numerical experiments confirm our claims and demonstrate the technique's applicability and provide pathways for further improvement.
KW - Boundary element methods (BEMs)
KW - combination technique (CT)
KW - electromagnetic wave scattering
KW - shape derivative (SD)
KW - uncertainty quantification (UQ)
UR - http://www.scopus.com/inward/record.url?scp=85197545380&partnerID=8YFLogxK
U2 - 10.1109/TAP.2024.3418199
DO - 10.1109/TAP.2024.3418199
M3 - Article
AN - SCOPUS:85197545380
SN - 0018-926X
VL - 72
SP - 6627
EP - 6637
JO - IEEE Transactions on Antennas and Propagation
JF - IEEE Transactions on Antennas and Propagation
IS - 8
ER -