Keywords :
FPGA; RFI; earth observation; radiometry; remote sensing; Computationally efficient; Detection system; Earth observations; Interference detection; Microwave radiometers; Radio frequency interference; Real- time; Reliable performance; Remote-sensing; RF signal; Analytical Chemistry; Information Systems; Atomic and Molecular Physics, and Optics; Biochemistry; Instrumentation; Electrical and Electronic Engineering
Abstract :
[en] Real-Time RFI Detection and Flagging (RT-RDF) for microwave radiometers is a versatile new FPGA algorithm designed to detect and flag Radio-Frequency Interference (RFI) in microwave radiometers. This block utilizes computationally-efficient techniques to identify and analyze RF signals, allowing the system to take appropriate measures to mitigate interference and maintain reliable performance. With L-Band microwave radiometry as the main application, this RFI detection algorithm focuses on the Kurtogram and Spectrogram to detect non-Gaussian behavior. To gain further modularity, an FFT-based filter bank is used to divide the receiver's bandwidth into several sub-bands within the band of interest of the instrument, depending on the application. Multiple blanking strategies can then be applied in each band using the provided detection flags. The algorithm can be re-configured in the field, for example with dynamic integration times to support operation in different environments, or configurable thresholds to account for variable RFI environments. A validation and testing campaign has been performed on multiple scenarios with the ARIEL commercial microwave radiometer, and the results confirm the excellent performance of the system.
Funding text :
This research was funded by project GENESIS: GNSS Environmental and Societal Missions\u2013Subproject UPC (PID2021-126436OB-C21) sponsored by MCIN/AEI/10.13039/501100011033/ and EU ERDF \u201CA way to do Europe\u201D, and Adrian Perez-Portero (FISDUR2020/105) was supported by a grant for recruitment of early-stage research staff of the Ag\u00E8ncia de Gesti\u00F3 d\u2019Ajuts Universitaris i de Recerca (AGAUR)\u2014Generalitat de Catalunya, Spain.
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