Title :
Genetic algorithms for the determination of the nonlinearity model coefficients in passive intermodulation scattering
Author :
Selleri, Stefano ; Bolli, Pietro ; Pelosi, Giuseppe
Author_Institution :
Dipt. di Elettronica e Telecomunicazioni, Univ. degli Studi di Firenze, Florence, Italy
fDate :
5/1/2004 12:00:00 AM
Abstract :
Zones with nonlinear behavior on an object cause intermodulated components in the scattered electromagnetic field. This problem is relevant both for satellite communications and for radio-astronomical applications. Recently, a heuristic model for the passive intermodulation analysis has been derived in a time domain physical optics framework. The heuristic approach proposed requires the determination of few coefficients. Here, a genetic algorithm is introduced for the computation of the optimum values for these coefficients.
Keywords :
electromagnetic wave scattering; genetic algorithms; radioastronomical techniques; satellite communication; electromagnetic field scattering; genetic algorithms; heuristic model; nonlinearity model coefficients; passive intermodulation scattering; radio-astronomical applications; satellite communication; time domain physical optics framework; time-domain analysis; Electromagnetic modeling; Electromagnetic scattering; Frequency; Genetic algorithms; Optical scattering; Physical optics; Satellite antennas; Satellite broadcasting; Testing; Time domain analysis; Genetic algorithms; passive intermodulation; time-domain analysis;
Journal_Title :
Electromagnetic Compatibility, IEEE Transactions on
DOI :
10.1109/TEMC.2004.826880