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Antenna array optimization for channel model using spherical harmonics decomposition
MIMOAntenna OptimizationRadiation patternnsaSpherical HarmonicsGauss-NewtonSteepest-Descent
Resumo
This paper addresses the optimization antenna arrays.
For this purpose, we use a recent channel model based
on the use of spherical harmonics, which allows decoupling the
patterns of the antennas from the propagation medium. We also
derived two techniques of optimization based on methods of
Gauss-Newton (GN) and of Steepest-Descent (SD), as well as
their computational costs as functions of number of antennas
and of the spherical order. Our results provide a comparison of
these methods, varying basically these two parameters, showing
that both can give optimal results, being GN method faster and
stabler for low dynamic cases.