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RFI detection and mitigation for advanced correlators in interferometric radiometers

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Pérez Portero, AdriánMés informacióMés informació
Querol Borràs, JorgeMés informació
Camps Carmona, Adriano JoséMés informacióMés informacióMés informació
Martín Neira, Manuel
Suess, Martin
Ramirez, Juan Ignacio
Zurita Campos, Alberto M.
Closa Soteras, Josep
Oliva, Roger
Onrubia Ibáñez, Raul
Document typeArticle
Defense date2022-09-01
PublisherMultidisciplinary Digital Publishing Institute (MDPI)
Rights accessOpen Access
Attribution 4.0 International
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution 4.0 International
ProjectSENSING WITH PIONEERING OPPORTUNISTIC TECHNIQUES (AEI-RTI2018-099008-B-C21)
Abstract
This work presents the first RFI detection and mitigation algorithm for the interferometric radiometers that will be implemented in its correlator unit. The algorithm operates in the time and frequency domains, applying polarimetric and statistical tests in both domains, and exhibiting a tunable and arbitrary low probability of false alarm. It is scalable to a configurable number of receivers, and it is optimized in terms of quantization bits and the implementation of the cross-correlations in the time or frequency domains for hardware resource saving. New features of this algorithm are the computation of the Stokes parameters per frequency bin in the Short-Time Fourier Transform and a new parameter called Polarimetric Kurtosis. If RFI is detected in one domain or in both, it is removed using the calculated blanking masks. The optimum algorithm parameters are computed, such as length of the FFTs, the threshold selection for a given probability of false alarm, and the selection of the blanking masks. Last, an important result refers to the application of Parseval’s theorem for the computation of the cross-correlations in the frequency domain, instead of in the time domain, which is more efficient and leads to smaller errors even when using moderate quantization levels. The algorithm has been developed in the framework of the ESA’s technology preparation for a potential L-band radiometer mission beyond SMOS. However, it is also applicable to (polarimetric) real aperture radiometers, and its performance would improve if more than one bit is used in the signal quantization.
CitationPerez, A. [et al.]. RFI detection and mitigation for advanced correlators in interferometric radiometers. "Remote sensing", 1 Setembre 2022, vol. 14, núm. 4672, p. 1-22. 
URIhttp://hdl.handle.net/2117/376937
DOI10.3390/rs14184672
ISSN2072-4292
Publisher versionhttps://www.mdpi.com/2072-4292/14/18/4672
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  • Departament de Teoria del Senyal i Comunicacions - Articles de revista [2.395]
  • Doctorat en Teoria del Senyal i Comunicacions - Articles de revista [161]
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