Development of an Agile Digital Detector for RFI Detection and Mitigation on Spaceborne Radiometers
نویسندگان
چکیده
A new type of microwave radiometer detector has been developed that is capable of identifying low level Radio Frequency Interference (RFI) and of reducing or eliminating its effect on the measured brightness temperature. The Agile Digital Detector (ADD) can discriminate between RFI and natural thermal emission signals by directly measuring other moments of the signal than the variance that is traditionally measured. ADD performance has been experimentally verified in two field deployments, one while connected to a ground based L-Band radiometer operating near an ARSR-1 commercial air traffic control radar and the other while connected to an airborne C-Band radiometer (the NOAA/ETL PSR) installed on a NASA WB-57 flying over major urban centers. The ADD digitizes its pre-detection radiometer signal, performs digital sub band filtering, and then measures the first four moments of the signal’s probability density function for each sub band. The second central moment reproduces the square law output of a conventional analog detector. Algorithms that utilize higher order moments are used to detect the presence of RFI.
منابع مشابه
Radiometer Development of an Agile Digital Detector for RFI Detection and Mitigation on Spaceborne Radiometers
A new type of microwave radiometer detector has been developed that is capable of identifying high and low levels of Radio Frequency Interference (RFI) and of reducing or eliminating its effect on the measured brightness temperatures. The Agile Digital Detector (ADD) digitizes its pre-detection radiometer signal, performs digital sub band filtering, and then measures the first four moments of t...
متن کاملRFI Problems and Solutions in Spaceborne Microwave Radiometers
The problem of RFI in spaceborne microwave radiometer data has been known since 1978 when it was first observed at 6.6 GHz with SMMR on SeaSat. Over the last several years, however, it has started to seriously impact remote sensing science products and is expected to continue to do so. This is primarily because the frequency requirements of remote sensing have begun to overlap active radio serv...
متن کاملAnalog Radio-Frequency Interference (RFI) Suppression System for Microwave Radiometers
Microwave radiometers use radio spectrum dedicated to sensing the environment. As wireless communications and other active services proliferate, this allocated spectrum is nearly being crowded out. The potential result is corrupted satellite measurements of the weather, the climate, and the environment. The Analog Radio-Frequency Interference Suppression System (ARFISS) is a combination of det...
متن کاملRadio-Frequency Interference Detection and Mitigation Algorithms for Synthetic Aperture Radiometers
The European Space Agency (ESA) successfully launched the Soil Moisture and Ocean Salinity (SMOS) mission in November 2, 2009. SMOS uses a new type of instrument, a synthetic aperture radiometer named MIRAS that provides full-polarimetric multi-angular L-band brightness temperatures, from which regular and global maps of Sea Surface Salinity (SSS) and Soil Moisture (SM) are generated. Although ...
متن کاملMitigation of narrow-band interference on software receivers based on spectrum analysis
Over the years, many GPS RFI mitigation methods have been developed and their effectiveness has been tested and quantified. However, most of these methods were implemented and tested using conventional hardware receivers. With the rapid development of computer technologies, the signal processing computational load is becoming less of a concern, and thus it becomes feasible to develop and test n...
متن کامل