A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array
Many astronomical sources produce transient phenomena at radio frequencies, but the transient sky at low frequencies ( < 300 MHz) remains relatively unexplored. Blind surveys with new wide-field radio instruments are setting increasingly stringent limits on the transient surface density on va...
| Main Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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| Format: | Journal Article |
| Published: |
Institute of Physics Publishing
2017
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| Online Access: | http://hdl.handle.net/20.500.11937/62347 |
| _version_ | 1848760834420899840 |
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| author | Feng, L. Vaulin, R. Hewitt, J. Remillard, R. Kaplan, D. Murphy, T. Kudryavtseva, N. Hancock, Paul Bernardi, G. Bowman, J. Briggs, F. Cappallo, R. Deshpande, A. Gaensler, B. Greenhill, L. Hazelton, B. Johnston-Hollitt, M. Lonsdale, C. McWhirter, S. Mitchell, D. Morales, M. Morgan, E. Oberoi, D. Ord, S. Prabu, T. Shankar, N. Srivani, K. Subrahmanyan, R. Tingay, Steven Wayth, Randall Webster, R. Williams, Andrew Williams, C. |
| author_facet | Feng, L. Vaulin, R. Hewitt, J. Remillard, R. Kaplan, D. Murphy, T. Kudryavtseva, N. Hancock, Paul Bernardi, G. Bowman, J. Briggs, F. Cappallo, R. Deshpande, A. Gaensler, B. Greenhill, L. Hazelton, B. Johnston-Hollitt, M. Lonsdale, C. McWhirter, S. Mitchell, D. Morales, M. Morgan, E. Oberoi, D. Ord, S. Prabu, T. Shankar, N. Srivani, K. Subrahmanyan, R. Tingay, Steven Wayth, Randall Webster, R. Williams, Andrew Williams, C. |
| author_sort | Feng, L. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | Many astronomical sources produce transient phenomena at radio frequencies, but the transient sky at low frequencies ( < 300 MHz) remains relatively unexplored. Blind surveys with new wide-field radio instruments are setting increasingly stringent limits on the transient surface density on various timescales. Although many of these instruments are limited by classical confusion noise from an ensemble of faint, unresolved sources, one can in principle detect transients below the classical confusion limit to the extent that the classical confusion noise is independent of time. We develop a technique for detecting radio transients that is based on temporal matched filters applied directly to time series of images, rather than relying on source-finding algorithms applied to individual images. This technique has well-defined statistical properties and is applicable to variable and transient searches for both confusion-limited and non-confusion-limited instruments. Using the Murchison Widefield Array as an example, we demonstrate that the technique works well on real data despite the presence of classical confusion noise, sidelobe confusion noise, and other systematic errors. We searched for transients lasting between 2 minutes and 3 months. We found no transients and set improved upper limits on the transient surface density at 182 MHz for flux densities between ~20 and 200 mJy, providing the best limits to date for hour- and month-long transients. |
| first_indexed | 2025-11-14T10:22:04Z |
| format | Journal Article |
| id | curtin-20.500.11937-62347 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T10:22:04Z |
| publishDate | 2017 |
| publisher | Institute of Physics Publishing |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-623472018-03-05T08:56:49Z A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array Feng, L. Vaulin, R. Hewitt, J. Remillard, R. Kaplan, D. Murphy, T. Kudryavtseva, N. Hancock, Paul Bernardi, G. Bowman, J. Briggs, F. Cappallo, R. Deshpande, A. Gaensler, B. Greenhill, L. Hazelton, B. Johnston-Hollitt, M. Lonsdale, C. McWhirter, S. Mitchell, D. Morales, M. Morgan, E. Oberoi, D. Ord, S. Prabu, T. Shankar, N. Srivani, K. Subrahmanyan, R. Tingay, Steven Wayth, Randall Webster, R. Williams, Andrew Williams, C. Many astronomical sources produce transient phenomena at radio frequencies, but the transient sky at low frequencies ( < 300 MHz) remains relatively unexplored. Blind surveys with new wide-field radio instruments are setting increasingly stringent limits on the transient surface density on various timescales. Although many of these instruments are limited by classical confusion noise from an ensemble of faint, unresolved sources, one can in principle detect transients below the classical confusion limit to the extent that the classical confusion noise is independent of time. We develop a technique for detecting radio transients that is based on temporal matched filters applied directly to time series of images, rather than relying on source-finding algorithms applied to individual images. This technique has well-defined statistical properties and is applicable to variable and transient searches for both confusion-limited and non-confusion-limited instruments. Using the Murchison Widefield Array as an example, we demonstrate that the technique works well on real data despite the presence of classical confusion noise, sidelobe confusion noise, and other systematic errors. We searched for transients lasting between 2 minutes and 3 months. We found no transients and set improved upper limits on the transient surface density at 182 MHz for flux densities between ~20 and 200 mJy, providing the best limits to date for hour- and month-long transients. 2017 Journal Article http://hdl.handle.net/20.500.11937/62347 10.3847/1538-3881/153/3/98 Institute of Physics Publishing fulltext |
| spellingShingle | Feng, L. Vaulin, R. Hewitt, J. Remillard, R. Kaplan, D. Murphy, T. Kudryavtseva, N. Hancock, Paul Bernardi, G. Bowman, J. Briggs, F. Cappallo, R. Deshpande, A. Gaensler, B. Greenhill, L. Hazelton, B. Johnston-Hollitt, M. Lonsdale, C. McWhirter, S. Mitchell, D. Morales, M. Morgan, E. Oberoi, D. Ord, S. Prabu, T. Shankar, N. Srivani, K. Subrahmanyan, R. Tingay, Steven Wayth, Randall Webster, R. Williams, Andrew Williams, C. A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array |
| title | A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array |
| title_full | A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array |
| title_fullStr | A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array |
| title_full_unstemmed | A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array |
| title_short | A Matched Filter Technique for Slow Radio Transient Detection and First Demonstration with the Murchison Widefield Array |
| title_sort | matched filter technique for slow radio transient detection and first demonstration with the murchison widefield array |
| url | http://hdl.handle.net/20.500.11937/62347 |