Recent Advances in Sensitivity Analysis with Frequency-Domain Full-Wave EM Solvers
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Recent Advances in Sensitivity Analysis with Frequency-Domain Full-Wave EM Solvers摘要
This paper introduces recent developments in efficient sensitivity analysis with numerical electromagnetic solvers in the frequency domain. We start by reviewing our original discrete approaches for sensitivity analysis. We then propose and investigate, for the first time, two new discrete approaches which enhance the accuracy of the estimated derivatives. All four introduced approaches are based on the adjointvariable method and target solvers on structured grids. Discussion and comparison of the accuracy and convergence for the different approaches are also given. Examples include waveguide and printed structures.
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参考
E. J. Haug, K. K. Choi and V. Komkov, Design Sensitivity
Analysis of Structural Systems. Orlando: Academic Press
Inc., 1986.
A. D. Belegundu and T. R. Chandrupatla, Optimization
Concepts and Applications in Engineering. Upper Saddle
River, NJ: Prentice Hall, 1999.
I.-H. Park, I.-G. Kwak, H.-B. Lee, S.-Y. Hahn and K.-S.
Lee, “Design sensitivity analysis for transient eddy current
problems using finite element discretization and adjoint
variable method,” IEEE Trans. Mag., vol. 32, pp. 1242-
, May 1996.
J.P. Webb, “Design sensitivity of frequency response in 3-
D finite-element analysis of microwave devices,” IEEE
Trans. Mag., vol. 38, No. 2, pp. 1109-1112, Mar. 2002.
J. W. Bandler, Q.-J. Zhang and R. M. Biernacki, “A
unified theory for frequency-domain simulation and
sensitivity analysis of linear and nonlinear circuits,” IEEE
Trans. MTT, vol. 36, pp. 1661-1669, Dec. 1988.
M. H. Bakr and N. K. Nikolova, “An adjoint variable
method for frequency domain TLM problems with
conducting boundaries,” IEEE Microwave Wireless
Components Lett., vol. 13, pp. 408-410, Sep. 2003.
S. M. Ali, N. K. Nikolova and M. H. Bakr, “Sensitivity
analysis with full-wave EM solvers based on structured
grids,” IEEE Trans. Mag., vol. 40, No. 3, pp. 1521-1529,
May, 2004.
N. K. Nikolova, J. W. Bandler and M. H. Bakr, “Adjoint
techniques for sensitivity analysis in high-frequency
structure CAD,” IEEE Trans. MTT, vol. 52, No. 1, pp.
-419, Jan. 2004.
S. M. Ali, N. K. Nikolova, and M. H. Bakr, “ Sensitivity
analysis and optimization utilizing an approximate
auxiliary problem,” IEEE/URSI Int. Symposium on
Antennas and Propagation, June 2004 (Monterey, CA),
vol.1, pp. 1118-1121.
R. F. Harrington, Time-Harmonic Electromagnetic Fields.
New York: McGraw-Hill book company, Inc., 1961.
ACES JOURNAL, VOL. 19, NO. 3, NOVEMBER 2004
S. M. Ali, N. K. Nikolova, and M. H. Bakr, “Central
adjoint variable method for sensitivity analysis with
structured grid electromagnetic solvers,” IEEE Trans.
Mag., pp. 1969-1971, July, 2004.
D. Johns and C. Christopoulos, “New frequency-domain
TLM method for the numerical solution of steady-state
electromagnetic problems,” IEE Proc. Sci Meas. Technol.,
vol. 141, pp. 310-316, 1994.
D. M. Pozar, Microwave Engineering. New York:
Addison-Wesley Publishing Company, Inc., 1993.
MATLAB (2000) Version 6.0, MathWorks, Inc., 3 Apple
Hill Drive, Natick MA 01760-2098