Authors
Yohan Aparicio
Abstract
This research explores real-time mitigation strategies for radio frequency interference (RFI) in radio astronomy receivers. Utilizing Modified-LMS and multiscale Wavelet transformations, the study seeks to develop an adaptive filtering model across L to S frequency bands. The primary goal is to create a mathematical framework that ensures timely convergence of algorithms for spectral coefficient estimation while identifying transient interference instances with low MSE and high SNR. The study also aims to minimize computational complexity and optimize data processing time. Hardware validation involves RFSoC and GPU for processing acceleration.