146 research outputs found
Discovery of 28 pulsars using new techniques for sorting pulsar candidates
Modern pulsar surveys produce many millions of candidate pulsars, far more
than can be individually inspected. Traditional methods for filtering these
candidates, based upon the signal-to-noise ratio of the detection, cannot
easily distinguish between interference signals and pulsars. We have developed
a new method of scoring candidates using a series of heuristics which test for
pulsar-like properties of the signal. This significantly increases the
sensitivity to weak pulsars and pulsars with periods close to interference
signals. By applying this and other techniques for ranking candidates from a
previous processing of the Parkes Multi-beam Pulsar Survey, 28 previously
unknown pulsars have been discovered. These include an eccentric binary system
and a young pulsar which is spatially coincident with a known supernova
remnant.Comment: To be published in Monthly Notices of the Royal Astronomical Society.
11 pages, 9 figure
The High Time Resolution Universe Pulsar Survey I: System configuration and initial discoveries
We have embarked on a survey for pulsars and fast transients using the
13-beam Multibeam receiver on the Parkes radio telescope. Installation of a
digital backend allows us to record 400 MHz of bandwidth for each beam, split
into 1024 channels and sampled every 64 us. Limits of the receiver package
restrict us to a 340 MHz observing band centred at 1352 MHz. The factor of
eight improvement in frequency resolution over previous multibeam surveys
allows us to probe deeper into the Galactic plane for short duration signals
such as the pulses from millisecond pulsars. We plan to survey the entire
southern sky in 42641 pointings, split into low, mid and high Galactic latitude
regions, with integration times of 4200, 540 and 270 s respectively.
Simulations suggest that we will discover 400 pulsars, of which 75 will be
millisecond pulsars. With ~30% of the mid-latitude survey complete, we have
re-detected 223 previously known pulsars and discovered 27 pulsars, 5 of which
are millisecond pulsars. The newly discovered millisecond pulsars tend to have
larger dispersion measures than those discovered in previous surveys, as
expected from the improved time and frequency resolution of our instrument.Comment: Updated author list. 10 pages, 7 figures. For publication in MNRA
Double and single recycled pulsars: an evolutionary puzzle?
We investigate the statistics of isolated recycled pulsars and double neutron
star binaries in the Galactic disk. Since recycled pulsars are believed to form
through accretion and spinup in close binaries, the isolated objects presumably
originate from disrupted progenitors of double neutron stars. There are a
comparable number of double neutron star systems compared to isolated recycled
pulsars. We find that standard evolutionary models cannot explain this fact,
predicting several times the number of isolated recycled pulsars than those in
double neutron star systems. We demonstrate, through population synthesis
calculations, that the velocity distribution of isolated recycled pulsars is
broader than for binary systems. When this is accounted for in a model for
radio pulsar survey selection effects, which include the effects of Doppler
smearing for the double neutron star binaries, we find that there is a small
(25%) bias towards the detection of double neutron star systems. This bias,
however, is not significant enough to explain the observational discrepancy if
standard (sigma = 265 km/s) neutron star natal kick velocities are invoked in
binary population syntheses. Population syntheses in which the 1D Maxwellian
velocity dispersion of the natal kick is sigma=170 km/s are consistent with the
observations. These conclusions further support earlier findings the neutron
stars formed in close interacting binaries receive significantly smaller natal
kicks than the velocities of Galactic single pulsars would seem to indicate.Comment: 12 pages, MNRAS (accepted
Accelerating incoherent dedispersion
Incoherent dedispersion is a computationally intensive problem that appears
frequently in pulsar and transient astronomy. For current and future transient
pipelines, dedispersion can dominate the total execution time, meaning its
computational speed acts as a constraint on the quality and quantity of science
results. It is thus critical that the algorithm be able to take advantage of
trends in commodity computing hardware. With this goal in mind, we present
analysis of the 'direct', 'tree' and 'sub-band' dedispersion algorithms with
respect to their potential for efficient execution on modern graphics
processing units (GPUs). We find all three to be excellent candidates, and
proceed to describe implementations in C for CUDA using insight gained from the
analysis. Using recent CPU and GPU hardware, the transition to the GPU provides
a speed-up of 9x for the direct algorithm when compared to an optimised
quad-core CPU code. For realistic recent survey parameters, these speeds are
high enough that further optimisation is unnecessary to achieve real-time
processing. Where further speed-ups are desirable, we find that the tree and
sub-band algorithms are able to provide 3-7x better performance at the cost of
certain smearing, memory consumption and development time trade-offs. We finish
with a discussion of the implications of these results for future transient
surveys. Our GPU dedispersion code is publicly available as a C library at:
http://dedisp.googlecode.com/Comment: 15 pages, 4 figures, 2 tables, accepted for publication in MNRA
Selection of radio pulsar candidates using artificial neural networks
Radio pulsar surveys are producing many more pulsar candidates than can be
inspected by human experts in a practical length of time. Here we present a
technique to automatically identify credible pulsar candidates from pulsar
surveys using an artificial neural network. The technique has been applied to
candidates from a recent re-analysis of the Parkes multi-beam pulsar survey
resulting in the discovery of a previously unidentified pulsar.Comment: Accepted for publication in Monthly Notices of the Royal Astronomical
Society. 9 pages, 7 figures, and 1 tabl
VOEvent Standard for Fast Radio Bursts
Fast radio bursts are a new class of transient radio phenomena currently
detected as millisecond radio pulses with very high dispersion measures. As new
radio surveys begin searching for FRBs a large population is expected to be
detected in real-time, triggering a range of multi-wavelength and
multi-messenger telescopes to search for repeating bursts and/or associated
emission. Here we propose a method for disseminating FRB triggers using Virtual
Observatory Events (VOEvents). This format was developed and is used
successfully for transient alerts across the electromagnetic spectrum and for
multi-messenger signals such as gravitational waves. In this paper we outline a
proposed VOEvent standard for FRBs that includes the essential parameters of
the event and where these parameters should be specified within the structure
of the event. An additional advantage to the use of VOEvents for FRBs is that
the events can automatically be ingested into the FRB Catalogue (FRBCAT)
enabling real-time updates for public use. We welcome feedback from the
community on the proposed standard outlined below and encourage those
interested to join the nascent working group forming around this topic.Comment: 11 pages, 2 figures, parameter definition table in appendi
A search for dispersed radio bursts in archival Parkes Multibeam Pulsar Survey data
A number of different classes of potentially extra-terrestrial bursts of
radio emission have been observed in surveys with the Parkes 64m radio
telescope, including "Rotating Radio Transients", the "Lorimer burst" and
"perytons". Rotating Radio Transients are radio pulsars which are best
detectable in single-pulse searches. The Lorimer burst is a highly dispersed
isolated radio burst with properties suggestive of extragalactic origin.
Perytons share the frequency-swept nature of the Rotating Radio Transients and
Lorimer burst, but unlike these events appear in all thirteen beams of the
Parkes Multibeam receiver and are probably a form of peculiar radio frequency
interference. In order to constrain these and other radio source populations
further, we searched the archival Parkes Multibeam Pulsar Survey data for
events similar to any of these. We did not find any new Rotating Radio
Transients or bursts like the Lorimer burst. We did, however, discover four
peryton-like events. Similar to the perytons, these four bursts are highly
dispersed, detected in all thirteen beams of the Parkes multibeam receiver, and
have pulse widths between 20--30 ms. Unlike perytons, these bursts are not
associated with atmospheric events like rain or lightning. These facts may
indicate that lightning was not responsible for the peryton phenomenon.
Moreover, the lack of highly dispersed celestial signals is the evidence that
the Lorimer burst is unlikely to belong to a cosmological source population.Comment: Accepted for publication in MNRAS; 7 pages, 3 figures, 1 tabl
RRATs: New Discoveries, Timing Solutions & Musings
We describe observations of Rotating RAdio Transients (RRATs) that were
discovered in a re-analysis of the Parkes Multi-beam Pulsar Survey (PMPS). The
sources have now been monitored for sufficiently long to obtain seven new
coherent timing solutions, to make a total of 14 now known. Furthermore we
announce the discovery of 7 new transient sources, one of which may be
extragalactic in origin (with ) and would then be a second example of
the so-called `Lorimer burst'. The timing solutions allow us to infer neutron
star characteristics such as energy-loss rate, magnetic field strength and
evolutionary timescales, as well as facilitating multi-wavelength followup by
providing accurate astrometry. All of this enables us to consider the question
of whether or not RRATs are in any way special, i.e. a distinct and separate
population of neutron stars, as has been previously suggested. We see no reason
to consider 'RRAT' as anything other than a detection label, the subject of a
selection effect in the parameter space searched. However, single-pulse
searches can be utilised to great effect to identify pulsars difficult, or
impossible, to find by other means, in particular those with long-periods (half
of the PMPS RRATs have periods greater than 4 seconds), high-magnetic field
strengths ( G) and pulsars approaching the 'death valley'.
The detailed nulling properties of such pulsars are unknown but the mounting
evidence suggests a broad range of behaviour in the pulsar population. The
group of RRATs fit in to the picture where pulsar magnetospheres switch between
stable configurations.Comment: accepted for publication in MNRAS, 17 pages, 7 figures, 3 table
The High Time Resolution Universe Survey VI: An Artificial Neural Network and Timing of 75 Pulsars
We present 75 pulsars discovered in the mid-latitude portion of the High Time
Resolution Universe survey, 54 of which have full timing solutions. All the
pulsars have spin periods greater than 100 ms, and none of those with timing
solutions are in binaries. Two display particularly interesting behaviour; PSR
J1054-5944 is found to be an intermittent pulsar, and PSR J1809-0119 has
glitched twice since its discovery.
In the second half of the paper we discuss the development and application of
an artificial neural network in the data-processing pipeline for the survey. We
discuss the tests that were used to generate scores and find that our neural
network was able to reject over 99% of the candidates produced in the data
processing, and able to blindly detect 85% of pulsars. We suggest that
improvements to the accuracy should be possible if further care is taken when
training an artificial neural network; for example ensuring that a
representative sample of the pulsar population is used during the training
process, or the use of different artificial neural networks for the detection
of different types of pulsars.Comment: 15 pages, 8 figure
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