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High Precision and Fast RF Power Measurement using Linear Regression Technique over FPGA

Abhishek Parikh; Sandeep Shah; Vijay Faladu
Fast and precise power measurement of RF frequency in VHF and UHF band is important and can be used in multiple applications like characterization of high-power amplifier (HPA) and solid-state power amplifier (SSPA), fast interlocking system for plasma process control and feedback diagnostics. Good research has been done on measurement and interlocking amplifier systems using analog devices, flip-flops and hardware logic gates, calorimeter and bolometer. There are several limitations like This paper describes a novel technique in which prediction of RF power dBm by measurement of voltage across monolithic RF power detector IC and fast interlocking system. We have got best accuracy of 0.04% and speed of the acquisition is less than 1uSec.
Select Volume / Issues:
Year:
2020
Type of Publication:
Article
Keywords:
RF Power Measurement; SSPA Characterization; Fast Interlocking System; FPGA Based Power Measurement; Python Based Linear Regression; Machine Learning; Prediction from Regression; Data Cleaning; RF PCB Design
Journal:
IJECCE
Volume:
11
Number:
6
Pages:
68-75
Month:
November
ISSN:
2249-071X
Hits: 229

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