Journal Article

·2015 OPEN ACCESS

An UWB LNA Design with PSO Using Support Vector Microstrip Line Model

Salih Demirel YTU , Filiz Güneş YTU , Ahmet Kenan Keskin YTU

Journal of Applied Mathematics

Abstract

A rigorous and novel design procedure is constituted for an ultra-wideband (UWB) low noise amplifier (LNA) by exploiting the 3D electromagnetic simulator based support vector regression machine (SVRM) microstrip line model. First of all, in order to design input and output matching circuits (IMC-OMC), sourceZSand loadZLtermination impedance of matching circuit, which are necessary to obtain required input VSWR (Vireq), noise (Freq), and gain (GTreq), are determined using performance characterisation of employed transistor, NE3512S02, between 3 and 8 GHz frequencies. After the determination of the termination impedance, to provide this impedance with IMC and OMC, dimensions of microstrip lines are obtained with simple, derivative-free, easily implemented algorithm Particle Swarm Optimization (PSO). In the optimization of matching circuits, highly accurate and fast SVRM model of microstrip line is used instead of analytical formulations. ADCH-80a is used to provide ultra-wideband RF choking in DC bias. During the design process, it is aimed thatVireq= 1.85,Freq=Fmin, andGTreq=GTmaxall over operating frequency band. Measurements taken from the realized LNA demonstrate the success of this approximation over the band.

Keywords

Algorithm Computer science Artificial intelligence

Subject Areas

Microwave Engineering and Waveguides ·Electrical and Electronic Engineering ·Physical Sciences
Radio Frequency Integrated Circuit Design ·Electrical and Electronic Engineering ·Physical Sciences
Gyrotron and Vacuum Electronics Research ·Atomic and Molecular Physics, and Optics ·Physical Sciences

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