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FDTD-Based Adjoint Sensitivity Analysis of High-Frequency Nonlinear Structures

Mahmoud M. T. Maghrabi, Mohamed H. Bakr, Shiva Kumar, Atef Z. Elsherbeni, Veysel Demir

2020IEEE Transactions on Antennas and Propagation10 citationsDOI

Abstract

A novel time-domain adjoint sensitivity analysis (ASA) approach is proposed. Our finite-difference time-domain (FDTD)-based approach accelerates wideband sensitivity calculations for high-frequency structures with nonlinear media. The introduced approach supports simulated problems with current sources or incident field excitation. Using only one extra system simulation, the sensitivities of a general objective function/response are estimated with respect to all the design parameters. The presented theory is based on first-order Maxwell's equations rather than the second-order wave equation resulting in simple formulation and efficient memory storage. The accuracy and efficiency of the introduced algorithm are illustrated through a number of examples.

Topics & Concepts

Finite-difference time-domain methodSensitivity (control systems)WidebandNonlinear systemAdjoint equationFrequency domainFunction (biology)Maxwell's equationsComputer scienceMathematicsApplied mathematicsMathematical analysisElectronic engineeringPhysicsPartial differential equationOpticsBiologyEvolutionary biologyQuantum mechanicsEngineeringElectromagnetic Simulation and Numerical MethodsMicrowave Engineering and WaveguidesElectromagnetic Scattering and Analysis
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