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5990-3225EN State of the Art in EM Software for Microwave Engineers - White Paper c20140829 [13]


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Keysight Technologies
State of the Art in EM Software
for Microwave Engineers




        White Paper
Introduction

     The growing number and complexity of high frequency systems is leading to an increased need for
     electromagnetic (EM) simulation to accurately model larger portions of the system. There are several
     different technical approaches to EM simulation, and while no method is generally superior to the
     others, each one of them is aligned with one or more application areas. This article will discuss the
     three most established EM simulation technologies: Method-of-moments (MoM), inite element meth-
     od (FEM) and inite difference time domain (FDTD), linking the simulation technology to
     solving speciic applications.

     Authors: Jan Van Hese, Keysight Technologies
              Jeannick Sercu, Keysight Technologies
              Davy Pissoort, Keysight Technologies
              Hee-Soo Lee, Keysight Technologies
03 | Keysight | State of the Art in EM Software for Microwave Engineers - White Paper



       The method                                             Overview of the method-of-moments
       of moments                                             Among all techniques to solve EM problems, the method of moments (MoM)
                                                              is one of the hardest to implement because it involves careful evaluation of
                                                              Green's functions and EM coupling integrals. Maxwell's equations are
                                                              transformed into integral equations which upon discretization yield the
                                                              coupling matrix equation of the structure.

                                                              The advantage of this transform is that the current distributions on the metal
                                                              surfaces emerge as the core unknowns. This is in contrast to other techniques
                                                              which typically have the electric and/or magnetic fields (present everywhere
                                                              in the solution space) as the core unknowns. Only the surfaces of the metals,
                                                              where the currents flow, need to be taken into account in the meshing (Figure 1).
                                                              Hence the number of unknowns (or the size of the matrix) is much smaller.
                                                              This results in a very efficient simulation technique, able to handle
                                                              very complex structures.

                                                              This benefit comes with a price as the integral equations are not applicable
                                                              for general 3D structures. The key is the availability of the Green's functions.
                                                              Computation of the Green's functions is only available for free space or for
                                                              structures that fit in a layered stack up. These so-called 3D planar structures
                                                              can have any shape in the plane of the layered stack, but can only have
                                                              vertical geometry features (via's) in the normal direction. Many practical RF or
                                                              microwave structures fall into this category. Hence the method of moments is
                                                              a very wide-spread technique and commonly used for the simulation of printed
                                                              antenna's, MMIC's, RF boards, SiPs, RFIC, SI structures and RF modules.




                                                              Figure 1. MoM discretization of a 3D planar structure (PCB differential via stubs)
04 | Keysight | State of the Art in EM Software for Microwave Engineers - White Paper



                                                              Recent innovations in the method-of-moments
                                                              As data rates and signal frequencies keep on rising, the complexity of the
                                                              electronic circuits that require EM simulation has gone up to such levels that
                                                              existing MoM technology suffers from performance issues (both in capacity and
                                                              speed). The main bottlenecks are in the storage and the solution of the huge
                                                              dense coupling matrix. For a structure with N discrete elements, the memory
                                                              storage requirement scales with N2 and the matrix solve time scales with N3
                                                              (when using a direct solver) or with N2 (when using an iterative solver). These
                                                              scaling properties impose a roadblock on the performance to address very
                                                              large and complex structures. A major break-through that recently emerged is
                                                              the development of matrix compression techniques that reduce these scalings
                                                              to NlogN. The benefits of NlogN technology in terms or memory usage and
                                                              computation time are huge and grow with the complexity of the structures.




                                                              Application of the method-of-moments for printed circuit
                                                              board simulations
                                                              With the enhancement of an NlogN matrix compression technique, a method
                                                              of moments solver is very well prepared to handle very complex designs. As
                                                              an example, we consider the simulation of differential via stubs in a 16 layer
                                                              printed circuit board stack up (Figure 2). The example demonstrates the benefits
                                                              of the MoM integral formulation. Note that the mesh used for the ground planes
                                                              (Figure 1) contains only cells in the via anti-pad holes. The entire ground plane
                                                              metallization is taken up in the kernels of the integral equations. The resulting
                                                              matrix equation has only 5,539 unknowns.




                                                              Figure 2. Differential via stubs in 16 layer PCB (geometry is stretched in vertical direction)
05 | Keysight | State of the Art in EM Software for Microwave Engineers - White Paper



                                                              The broadband data for the simulated group delay and insertion loss are obtained
                                                              in less then 10 minutes using the momentum simulator on a standard 4 core
                                                              Linux machine. The correlation with measured data is shown in (Figure 3).



                                                                                Group delay (Sdd12)                      Insertion loss (Sdd12)
                                                                1.0E-10                                         10

                                                                                                                 0

                                                                                                               -10
                                                                1.0E-11
                                                                                                               -20

                                                                                                               -30
                                                                1.0E-12                                        -40

                                                                              1E8



                                                                                           1E9



                                                                                                      1E10
                                                                                                      2E10
                                                                                                                     0     4     8    12     16   20

                                                                                        freq. Hz                                freq. GHz

                                                              Figure 3. Simulated (red) and measured (blue) group delay and insertion loss



                                                              The authors wish to acknowledge Gustavo Blando (SUN Microwave Systems)
                                                              for his aid in the preparation of this PCB example.




       Finite element method                                  Overview of FEM method
                                                              FEM field solver has several advantages over MoM. For example, FEM solver
                                                              can handle arbitrary shaped structures such as bondwires, conical shape vias,
                                                              solder balls/bumps where z-dimensional changes appear in the structure.
                                                              Moreover, FEM solvers can simulate dielectric bricks or finite size substrates.
                                                              Many applications such as cavity designs require this capability. But it is
                                                              generally slower than MoM especially for planar applications. (Figure 4)
                                                               illustrates an example where FEM has advantages over regular MoM,
                                                              particularly with respect to the general 3D nature of the structure.




                                                              Figure 4. 3D FEM application example for spiral inductors with bond wires 



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