Title :
A streaming approach to radio astronomy imaging
Author :
Biem, Alain ; Elmegreen, Bruce ; Verscheure, Olivier ; Turaga, Deepak ; Andrade, Henrique ; Cornwell, Tim
Author_Institution :
IBM T.J. Watson Res. Center, Yorktown Heights, NY, USA
Abstract :
The emergence of large-field radio telescopes has generated the need to process huge amounts of data “on the fly” in order to avoid substantial costs in storage and signal processing. In this paper, we describe a streaming software approach to radio astronomy, and in particular, show how the IBM-developed stream computing architecture System S enables seamless “on the fly” radio astronomy imaging. This approach overcomes pertinent issues of memory limitation and latencies related to data processing, and it allows autonomous processor allocation to tasks as the need arises.
Keywords :
astronomical image processing; astronomical instruments; information storage; media streaming; memory architecture; radioastronomy; radiotelescopes; IBM-developed stream computing architecture; System S; data processing; data storage; large-field radio telescopes; latencies; memory limitation; on the fly radio astronomy imaging; signal processing; streaming software approach; Antenna arrays; Antenna measurements; Coordinate measuring machines; Electric variables measurement; Extraterrestrial measurements; Phased arrays; Radio astronomy; Signal processing; Streaming media; Wavelength measurement; Radioastronomy; System S; convolutional resampling; imaging;
Conference_Titel :
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location :
Dallas, TX
Print_ISBN :
978-1-4244-4295-9
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2010.5495521