Title :
Behavioral modeling of low noise amplifiers for LTE systems based on modified Elman neural networks
Author :
Misic, Jelena ; Markovic, Vera ; Marinkovic, Zlatica ; Budimir, Djuradj
Author_Institution :
Fac. of Electron. Eng., Univ. of Nis, Niš, Serbia
Abstract :
In this paper, a neural network behavioral model of a low noise amplifier is presented. The model is based on a modified Elman neural network. The development and validation of the proposed model are performed in MATLAB software environment.
Keywords :
Long Term Evolution; low noise amplifiers; neural nets; telecommunication computing; LTE systems; MATLAB software environment; behavioral modeling; low noise amplifiers; modified Elman neural networks; neural network behavioral model; Artificial neural networks; Biological neural networks; Integrated circuit modeling; Low-noise amplifiers; Mathematical model; Microwave amplifiers; Microwave circuits; Long Term Evolution; artificial neural networks; behavioral modeling; low noise amplifier;
Conference_Titel :
Telecommunications Forum Telfor (TELFOR), 2014 22nd
Conference_Location :
Belgrade
Print_ISBN :
978-1-4799-6190-0
DOI :
10.1109/TELFOR.2014.7034412
