Reducing noise in phased-array signals from receivers located at different locations
In a computerized method to reduce noise in phased-array signals from a set of receivers at different locations, time-series are received from the receivers, which time-series form phased-array signals. The time-series are ordered based on the different locations of the receivers and spatially phased series are obtained from the ordered time-series. Each of the spatially phased series obtained includes a series of signal values that are spatially phased. A noise component is identified in each of the spatially phased series obtained and removed from the spatially phased series to obtain denoised series. Related receiver systems and computer program products are also provided.
1. A computerized method to reduce noise in phased-array signals from a set of receivers at different locations, wherein the method comprises:
receiving time-series from the receivers, the time-series forming phased-array signals;
ordering the time-series based on the different locations of the receivers and obtaining, from the ordered time-series, spatially phased series, wherein each of the spatially phased series obtained comprises a series of signal values that are spatially phased; and
identifying a noise component in each of the spatially phased series obtained and removing the identified noise component from said each of the spatially phased series obtained to obtain denoised, spatially phased series;
wherein:
said receivers comprise radio astronomy antennas grouped in stations;
said radio astronomy antennas introduce non-coherent thermal noise;
said ordering the time-series is performed based on the different locations of the antennas;
the method further comprises antenna-level noise reduction by:
summing denoised, spatially phased series obtained at a level of each of said stations by beamforming, to obtain beamformed outputs; and
obtaining correlation values based on the beamformed outputs obtained.
2. A radio interferometry system, comprising:
a set of receivers at different locations, the receivers comprising radio astronomy antennas which are grouped in stations in the system and which introduce non-coherent thermal noise, each of the receivers configured to convert signals it receives into time-series;
a plurality of noise reduction units, at least one for each of the stations, the noise reduction units being connected to the corresponding receivers for each respective station and configured, each, to:
receive time-series from at least a subset of the receivers, the time-series forming phased-array signals;
order the time-series based on the different locations of said one or more of the receivers and obtain, from the ordered time-series, spatially phased series, wherein each of the spatially phased series obtained comprises a series of signal values that are spatially phased; and
identify a noise component in each of the spatially phased series obtained and remove the identified noise component from said each of the spatially phased series obtained to obtain denoised spatially phased series; and
a correlator which sums denoised, spatially phased series obtained at a level of each of said stations by beamforming, to obtain beamformed outputs, and obtains correlation values based on the beamformed outputs obtained.
3. A non-transitory computer readable medium comprising computer executable instructions which when executed by a computer cause the computer to perform a method for reducing noise in phased-array signals from a set of receivers at different locations, comprising:
receiving time-series from the receivers, the time-series forming phased-array signals;
ordering the time-series based on the different locations of the receivers and obtaining, from the ordered time-series, spatially phased series, wherein each of the spatially phased series obtained comprises a series of signal values that are spatially phased; and
identifying a noise component in each of the spatially phased series obtained and removing the identified noise component from said each of the spatially phased series obtained to obtain denoised spatially phased series;
wherein:
said receivers comprise radio astronomy antennas grouped in stations;
said radio astronomy antennas introduce non-coherent thermal noise;
said ordering the time-series is performed based on the different locations of the antennas;
the method further comprises antenna-level noise reduction by:
summing denoised, spatially phased series obtained at a level of each of said stations by beamforming, to obtain beamformed outputs; and
obtaining correlation values based on the beamformed outputs obtained.