Physics-aware macromodels
for MEMS switches
Aurel-Sorin Lup, Gabriela Ciuprina, Daniel Ioan and Anton Duca
Department of Electrical Engineering, Politehnica University of Bucharest,
Bucharest, Romania, and
Alexandra Nicoloiu and Dan Vasilache
IMT-Bucharest, Bucharest, Romania
Abstract
Purpose – The purpose of this paper is to propose a physics-aware algorithm to obtain radio frequency (RF)-
reduced models of micro-electromechanical systems (MEMS) switches and show how, together with multiphysics
macromodels, they can be realized as circuits that include both lumped and distributed parameters.
Design/methodology/approach – The macromodels are extracted with a robust procedure from the
solution of Maxwell’s equations with electromagnetic circuit element (ECE) boundary conditions. The reduced
model is extracted from the simulations of three electromagnetic field problems, in full-wave regime, that
correspond to three configurations: signal lines alone, switch in the up and down positions.
Findings – The technique is exemplified for shunt switches, but it can be extended for lateral switches.
Moreover, the algorithm is able take frequency dependence into account both for the signal lines and for the
switch model. For the later, the order of the model is increased until a specified accuracy is achieved.
Originality/value – The use of ECE as boundary conditions for the RF simulation of MEMS switches has
the advantage that the definition of ports is unambiguous and robust as the ports are clearly defined. The
extraction approach has the advantage that the simplified model keeps the basic phenomena, i.e. the
propagation of the signal along the lines. As the macromodel is realized with a netlist that uses transmission
lines models, the lines’ extension is natural. The frequency dependence can be included in the model, if needed.
Keywords MEMS modeling, Computational electromagnetics, Multiphysics, Model order reduction,
Equivalent circuit models
Paper type Research paper
1. Introduction
Requirements design of radio frequency (RF) micro-electromechanical systems (MEMS)
switches refers to two main aspects. First, their transition from one stable state to the other,
characterized by quantities such as the pull-in/out voltages and the commutation time; and
second, their electrical characteristics such as the S parameters in the stable states i.e.
insertion, isolation and reflection loss (Rebeiz, 2003; Jaafar et al., 2014). These devices, used
in many MEMS, involve complex phenomena that make the models obtained from field
analysis be too large to be included in system level simulations (Bechtold et al., 2013). That is
why model order reduction strategies are needed, so that a discrete model with a reduced
complexity is obtained (Schilders et al., 2008). The mathematically oriented reduction
techniques are general but the reduced model obtained losses the physics inside and
This paper forms part of a special section “12th International Conference on Scientific Computing in
Electrical Engineering (SCEE 2018)”, guest edited by Vittorio Romano.
The work has been funded by the Operational Programme Human Capital of the Ministry of
European Funds through The Financial Agreement 51675/09.07.2019, SMIS code 125125.
Macromodels
for MEMS
switches
497
Received 24 June 2019
Revised 4 October 2019
Accepted 10 December 2019
COMPEL - The international
journal for computation and
mathematics in electrical and
electronic engineering
Vol. 39 No. 2, 2020
pp. 497-509
© Emerald Publishing Limited
0332-1649
DOI 10.1108/COMPEL-06-2019-0267
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