Title :
Inter-element coupling in large arrays by an ANN approach
Author :
Pelosi, G. ; Pinto, A. ; Riminesi, C. ; Selleri, S. ; Tatini, M.
Author_Institution :
Dept. of Electron. & Telecommun., Florence Univ., Italy
Abstract :
Full wave analysis of large arrays is often impossible to perform due to limited computing resources. The utilization of a simplified coupling model can provide an approximate solution in a fraction of the time. However, these simplified coupling models can be still too CPU intensive, especially if the model is to be used in an automatic optimization procedure. In this work, an alternative approach to the full wave method, for the analysis and synthesis of large arrays, is proposed.
Keywords :
S-matrix theory; antenna arrays; coupled circuits; neural nets; optimisation; ANN; array synthesis; artificial neural network; automatic optimization procedure; inter-element mutual coupling; large array analysis; scattering matrices; Antenna arrays; Artificial neural networks; Design optimization; High performance computing; Impedance; Mutual coupling; Network synthesis; Performance analysis; Telecommunication computing; Transfer functions;
Conference_Titel :
Antennas and Propagation Society International Symposium, 2004. IEEE
Print_ISBN :
0-7803-8302-8
DOI :
10.1109/APS.2004.1329711