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A real-time Automated Glitch Detection Pipeline at Ooty Radio Telescope
- Publication Year :
- 2021
-
Abstract
- Glitches are the observational manifestations of superfluidity inside neutron stars. The aim of this paper is to describe an automated glitch detection pipeline, which can alert the observers on possible real-time detection of rotational glitches in pulsars. Post alert, the pulsars can be monitored at a higher cadence to measure the post-glitch recovery phase. Two algorithms namely, Median Absolute Deviation (MAD) and polynomial regression have been explored to detect glitches in real time. The pipeline has been optimized with the help of simulated timing residuals for both the algorithms. Based on the simulations, we conclude that the polynomial regression algorithm is significantly more effective for real time glitch detection. The pipeline has been tested on a few published glitches. This pipeline is presently implemented at the Ooty Radio Telescope. In the era of upcoming large telescopes like SKA, several hundreds of pulsars will be observed regularly and such a tool will be useful for both real-time detection as well as optimal utilization of observation time for such glitching pulsars.<br />10 pages, 6 figures, Accepted for publication in MNRAS
- Subjects :
- Polynomial regression
Physics
010308 nuclear & particles physics
Pipeline (computing)
Astrophysics::High Energy Astrophysical Phenomena
Real-time computing
Astrophysics::Instrumentation and Methods for Astrophysics
FOS: Physical sciences
Astronomy and Astrophysics
01 natural sciences
Glitch
Radio telescope
Neutron star
Pulsar
Space and Planetary Science
0103 physical sciences
Astrophysics::Solar and Stellar Astrophysics
Median absolute deviation
Astrophysics - Instrumentation and Methods for Astrophysics
Instrumentation and Methods for Astrophysics (astro-ph.IM)
010303 astronomy & astrophysics
Recovery phase
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....3519b9ce9858f47ef777e573a230bed8