1500 IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES, VOL. 60, NO. 6, JUNE 2012
Ef ficient Low-Frequency Breakdown Free Full-Wave
PEEC Modeling Based on Geometrical Optics DCIM
Zhi-Yuan Zong, Member, IEEE, Wen Wu, Senior Member, IEEE, Feng Ling, Senior Member, IEEE,
Ji Chen, Senior Member, IEEE, and Da-Gang Fang, Fellow, IEEE
Abstract—The partial element equivalent circuit (PEEC) mod-
eling based on geometrical optics discrete complex image method
(GODCIM) is proposed. In GODCIM, the spectral domain dyadic
Green’s functions for layered media (DGFLM) are expanded into
a geometrical optics series. The coefficient of each term is related to
the Green’s function for a half-space problem and then is expanded
into an exponential series with frequency-independent parameters,
which avoids the repeated computations of the complex images
at each frequency brought by the conventional discrete complex
image method (DCIM) and facilitates its application to the PEEC
method to solve the layer medium problems. To address the low-
frequency breakdown issue in PEEC modeling, a capacitor-opened
(CO) model is introduced, which leads to fewer unknowns com-
paring with modified nodal analysis (MNA) model. The calcula-
tion errors between CO and MNA model are verified to be negli-
gible. Easy switching between CO model and modified loop anal-
ysis (MLA) model is realized by a switching criterion based on
Kalman filter which leads to a full spectrum simulation from dc
to high frequencies.
Numerical results ranged from Hz to 30 GHz are given to
validate the proposed method.
Index Terms—Discrete complex image method (DCIM), Green’s
functions, geometrical optics discrete image method (GODCIM),
low-frequency breakdown, partial element equivalent circuit
(PEEC).
I. INTRODUCTION
T
HE partial element equivalent circuit (PEEC) method is
equivalent to the traditional Method of Moment (MoM)
by selecting the same pulse function for basis and testing
functions, but it differs in that actual circuit elements are used.
Through introducing the partial capacitances, or coefficients
of potential, and partial inductances, the PEEC approach can
generate the electromagnetic models of various structures in
terms of lumped element circuit network, which can be easily
managed by general-purpose circuit simulators like SPICE [1],
[2]. In addition, the PEEC method can be employed in both
frequency and time domains [3], [4]. All of these merits make
the PEEC method popular within the fields of electromagnetic
Manuscript received October 02, 2011; revised February 12, 2012; accepted
February 16, 2012. Date of publication April 05, 2012; date of current version
May 25, 2012.
Z.-Y. Zong, W. Wu, F. Ling, and D.-G. Fang are with the Ministerial Key
Laboratory of JGMT, Nanjing University of Science and Technology, 210094,
China (e-mail: zongzhiyuan@sina.com).
J. Chen is with the Department of Electrical and Computer Engineering, Uni-
versity of Houston, Houston, TX77204 USA.
Color versions of one or more of the figures in this paper are available online
at http://ieeexplore.ieee.org.
Digital Object Identifier 10.1109/TMTT.2012.2189238
compatibility, electrical interconnect analysis, and signal in-
tegrity [5], [6].
Many variants of PEEC models have been devised for appli-
cations after its introduction by Ruehli during the 1970s [7], [8],
such as the PEEC models including incident fields or scattering
fields [9], dielectrics [10], the retarded PEEC models (rPEEC)
[11], and macromodeling PEEC [12]. However, all these PEEC
models used only simple Green’s functions for the free or half
space [13]. This means that the dielectric has to be discretized
using a 3-D volume grids, which leads to a large full matrix
system. In this case, the computational costs are higher than
those using differential methods.
Recently, the dyadic Green’s functions for layered media
(DGFLM) were introduced into the PEEC method to solve
the strip-line structures in layered media [14]. With the aid
of the Green’s functions for layered media, the proposed
DGFLM-PEEC method requires the discretization only on con-
ductors. The method greatly improves the efficiency compared
with the method requiring the discretization of both conductor
and dielectric. It can also be applied to anisotropic piecewise ho-
mogeneous layered media, However, the paper only addressed
strip-line structures and only the quasi-dynamic model is given
for time domain [13] due to the difficulty in obtaining the
Green’s functions in the spatial domain for arbitrary multilayer
medium. New progresses have been presented in [15] and [16]
where the discrete complex image method (DCIM) was used in
PEEC analysis for planar circuits. DCIM was adopted to avoid
the time-consuming and complicated numerical computation of
the Sommerfeld integrals (SIs) that is used in calculating spatial
Green’s functions [17]–[21]. However, in the DCIM-PEEC
approach, the complex coefficients of the complex images are
frequency dependent; therefore, the discrete complex images
must be determined for each frequency. For wideband analysis
or for time-domain analysis through FFT, it can be time con-
suming. In this paper, we borrow the idea of the geometrical
optics discrete complex image method (GODCIM) first devel-
oped for time-domain Green’s function derivation [22], [23]
and use it in our PEEC modeling. In GODCIM, the spectral
Green’s functions for multilayered media are decomposed into
a series by using the principle of geometrical optics [24], [25].
Each term in the series is correspondent to the Green’s function
for the half-space problem and then may be expanded into
exponential series with frequency-independent parameters.
Consequently, this series is available to arbitrary frequency,
and the expansion is needed only once. As a special DCIM,
GODCIM introduced into PEEC modeling cannot only enhance
the computation efficiency but also share the recent progress
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