Title :
Study of modeling for microwave high-power devices based on Artificial Neural Networks
Author :
Xiaoli, Liu ; Jiali, Wang ; Lu, Sun ; Jin, Cao ; Qian, Zhang
Author_Institution :
Sch. of Mechano-Electron. Eng., Xidian Univ., Xidian
Abstract :
This article firstly proposes a new characterizing method of microwave nonlinear circuits, namely large-signal scattering function. Then, it introduces the test system of the scattering functions. Finally, we build a mathematic model of microwave large-signal scattering functions using various artificial neural networks (ANNs) with the obtained data.
Keywords :
S-parameters; microwave circuits; neural nets; artificial neural networks; mathematic model; microwave high-power devices; microwave large-signal scattering functions; microwave nonlinear circuits; Artificial neural networks; Circuit testing; Light scattering; Mathematical model; Microwave devices; Microwave theory and techniques; Millimeter wave technology; Nonlinear circuits; Radar scattering; System testing;
Conference_Titel :
Microwave and Millimeter Wave Technology, 2008. ICMMT 2008. International Conference on
Print_ISBN :
978-1-4244-1879-4
Electronic_ISBN :
978-1-4244-1880-0
DOI :
10.1109/ICMMT.2008.4540356
