I can imagine it's on the large size, but it’s the thought that counts 😊.

-----Original Message-----
From: Mark Halpern <[email protected]>
Sent: 20 July 2020 18:58
To: [email protected]
Subject: Re: [casper] references to recent cross-correlator technology 
developments

CHIME runs 2048 feeds into an FX correlator with 1/2 GHz bandwidth.

We form beams in real time and interrogate them at better than ms cadence for 
transients (frb).

The system is a bit big to picture hiding it in an airport.

mark


On 2020-07-20 07:12, Neil Salmon wrote:
> Hi Danny,
>
> Yes I can appreciate the difference here with respect to integration
> times. Furthermore, as our arrays tend to be more fully filled, some
> form of FT beam-former might be more efficient than a correlator.
> However, things do get more complicated in the near-field security
> screening scenarios where the FT relationship between physical space
> and spatial frequency space breaks down.
>
> Cheers,
>
> Neil
>
> *From:*Danny Price <[email protected]>
> *Sent:* 20 July 2020 14:44
> *To:* Neil Salmon <[email protected]>; [email protected]
> *Subject:* RE: [casper] references to recent cross-correlator
> technology developments
>
> Hi Neil,
>
> The correlation is indeed done in real time using stream processing
> frameworks for most interferometer telescopes. Conversion from (very
> sparse) visibilities to images is generally done offline (this can be
> very time consuming!).
>
> There are a few real-time imaging systems: the EPIC correlator that
> Jack mentioned, and the realfast system on the VLA
> (https://science.nrao.edu/facilities/vla/observing/realfast) are good
> examples.
>
> Cheers,
>
> Danny
>
> On 20 July 2020 at 9:55:06 pm, Neil Salmon ([email protected]
> <mailto:[email protected]>) wrote:
>
>     Hi Danny,
>
>     Thank you for these references.
>
>     For security screening systems the name of the game is real-time, ie
>     an image in less than 1 second. However, I see a great many
>     references to GPU based correlators. I was used to seeing these
>     devices as off-line correlators, as in software correlators. Are the
>     GPUs being used by the radio astronomy community as real-time
>     correlators, or as software correlators?
>
>     Many thanks,
>
>     Neil
>
>     *From:*Danny Price <[email protected] <mailto:[email protected]>>
>     *Sent:* 20 July 2020 12:21
>     *To:* [email protected] <mailto:[email protected]>
>     *Subject:* Re: [casper] references to recent cross-correlator
>     technology developments
>
>     Hi Neil,
>
>     To add to Jack's post, allow me to plug some overview articles that
>     may be of interest. The first, https://arxiv.org/abs/1702.00442, was
>     for an introduction for a special issue of JAI on DSP in radio
>     astronomy in 2016. Table 1 summarises some of the larger
>     correlators: the references therein may be of use. Jack (et al)'s
>     CASPER article in said JAI special issue is also a font of
>     references: https://arxiv.org/abs/1611.01826. The full special issue
>     article listing is up here:
>     https://www.worldscientific.com/toc/jai/05/04.
>
>     More recently, here's my book chapter on real-time stream processing
>     in radio astronomy, https://arxiv.org/abs/1912.09041, which delves a
>     bit deeper into technical details for common approaches.
>
>     In terms of cutting edge, there are various groups working with the
>     Xilinx RFSoC components for next-gen systems -- you will no doubt
>     have seen some traffic on this list. The ASKAP telescope group have
>     plans to use an Alveo Xilinx U280 accelerator card for high time
>     resolution imaging + dedispersion, which is an alternative to the
>     GPU correlator.
>
>     GPU correlators are still the most widespread for O(100) antennas.
>     There's some discussion on GPU correlator performance in J. Kocz et
>     al 2014 (https://arxiv.org/abs/1401.8288); for O(100) inputs a GPU
>     correlator will likely be memory bandwidth bound.
>
>     Cheers,
>
>     Danny
>
>     On 18 July 2020 at 7:54:49 pm, Neil Salmon ([email protected]
>     <mailto:[email protected]>) wrote:
>
>         I need references on recent developments in cross-correlator
>         technology for an IEEE paper on the subject of aperture
>         synthesis imaging in the area of security screening of people
>         for concealed weapons. Typical requirements for this application
>         are cross-correlators that can process in real-time signals from
>         hundreds of receiver channels with around 1 GHz of RF bandwidth.
>         As none of this technology is commercially available
>         off-the-shelf I’m dependent on the radio astronomy community to
>         get the latest information of correlator development. This might
>         be just technical knowhow on the building of correlators, or
>         communities who would be willing to supply for a fee correlators
>         to a security screening technology development company.
>
>         Could anyone provide me with any references of papers on recent
>         correlator development that I could include in this paper?
>
>         Many thanks,
>
>         Neil
>
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--
Mark Halpern
Department of Physics and Astronomy, UBC
604 822-6435    [he.him.his]  skype: mlhalpern
6224 Agricultural Road, UBC V6T 1Z1

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