278 research outputs found
Tomographic approach to resolving the distribution of LISA Galactic binaries
The space based gravitational wave detector LISA is expected to observe a
large population of Galactic white dwarf binaries whose collective signal is
likely to dominate instrumental noise at observational frequencies in the range
10^{-4} to 10^{-3} Hz. The motion of LISA modulates the signal of each binary
in both frequency and amplitude, the exact modulation depending on the source
direction and frequency. Starting with the observed response of one LISA
interferometer and assuming only doppler modulation due to the orbital motion
of LISA, we show how the distribution of the entire binary population in
frequency and sky position can be reconstructed using a tomographic approach.
The method is linear and the reconstruction of a delta function distribution,
corresponding to an isolated binary, yields a point spread function (psf). An
arbitrary distribution and its reconstruction are related via smoothing with
this psf. Exploratory results are reported demonstrating the recovery of binary
sources, in the presence of white Gaussian noise.Comment: 13 Pages and 9 figures high resolution figures can be obtains from
http://www.phys.utb.edu/~rajesh/lisa_tomography.pd
LISA Data Analysis using MCMC methods
The Laser Interferometer Space Antenna (LISA) is expected to simultaneously
detect many thousands of low frequency gravitational wave signals. This
presents a data analysis challenge that is very different to the one
encountered in ground based gravitational wave astronomy. LISA data analysis
requires the identification of individual signals from a data stream containing
an unknown number of overlapping signals. Because of the signal overlaps, a
global fit to all the signals has to be performed in order to avoid biasing the
solution. However, performing such a global fit requires the exploration of an
enormous parameter space with a dimension upwards of 50,000. Markov Chain Monte
Carlo (MCMC) methods offer a very promising solution to the LISA data analysis
problem. MCMC algorithms are able to efficiently explore large parameter
spaces, simultaneously providing parameter estimates, error analyses and even
model selection. Here we present the first application of MCMC methods to
simulated LISA data and demonstrate the great potential of the MCMC approach.
Our implementation uses a generalized F-statistic to evaluate the likelihoods,
and simulated annealing to speed convergence of the Markov chains. As a final
step we super-cool the chains to extract maximum likelihood estimates, and
estimates of the Bayes factors for competing models. We find that the MCMC
approach is able to correctly identify the number of signals present, extract
the source parameters, and return error estimates consistent with Fisher
information matrix predictions.Comment: 14 pages, 7 figure
Reconstructing Images from Projections Using the Maximum-Entropy Method. Numerical Simulations of Low-Aspect Astrotomography
The reconstruction of images from a small number of projections using the
maximum-entropy method (MEM) with the Shannon entropy is considered. MEM
provides higher-quality image reconstruction for sources with extended
components than the Hogbom CLEAN method, which is also used in low-aspect
astrotomography. The quality of image reconstruction for sources with mixed
structure containing bright, compact features embedded in a comparatively weak,
extended base can be further improved using a difference-mapping method, which
requires a generalization of MEM for the reconstruction of sign-variable
functions.We draw conclusions based on the results of numerical simulations for
a number of model radio sources with various morphologies.Comment: 11 pages, 9 figure
Multi-Frequency Synthesis of VLBI Images Using a Generalized Maximum Entropy Method
A new multi-frequency synthesis algorithm for reconstructing images from
multi-frequency VLBI data is proposed. The algorithm is based on a generalized
maximum-entropy method, and makes it possible to derive an effective spectral
correction for images over a broad frequency bandwidth, while simultaneously
reconstructing the spectral-index distribution over the source. The results of
numerical simulations demonstrating the capabilities of the algorithm are
presented.Comment: 17 pages, 8 figure
VLBA monitoring of Mrk 421 at 15 GHz and 24 GHz during 2011
High-resolution radio observations are ideal for constraining the value of
physical parameters in the inner regions of active-galactic-nucleus jets and
complement results on multiwavelength (MWL) observations. This study is part of
a wider multifrequency campaign targeting the nearby TeV blazar Markarian 421
(z=0.031), with observations in the sub-mm (SMA), optical/IR (GASP), UV/X-ray
(Swift, RXTE, MAXI), and gamma rays (Fermi-LAT, MAGIC, VERITAS). We investigate
the jet's morphology and any proper motions, and the time evolution of physical
parameters such as flux densities and spectral index. The aim of our wider
multifrequency campaign is to try to shed light on questions such as the nature
of the radiating particles, the connection between the radio and gamma-ray
emission, the location of the emitting regions and the origin of the flux
variability. We consider data obtained with the Very Long Baseline Array (VLBA)
over twelve epochs (one observation per month from January to December 2011) at
15 GHz and 24 GHz. We investigate the inner jet structure on parsec scales
through the study of model-fit components for each epoch. The structure of Mrk
421 is dominated by a compact (~0.13 mas) and bright component, with a
one-sided jet detected out to ~10 mas. We identify 5-6 components in the jet
that are consistent with being stationary during the 12-month period studied
here. Measurements of the spectral index agree with those of other works: they
are fairly flat in the core region and steepen along the jet length.
Significant flux-density variations are detected for the core component. From
our results, we draw an overall scenario in which we estimate a viewing angle
2{\deg} < theta < 5{\deg} and a different jet velocity for the radio and the
high-energy emission regions, such that the respective Doppler factors are
{\delta}r ~3 and {\delta}h.e. ~14.Comment: 9 pages, 4 figure
Compressed sensing imaging techniques for radio interferometry
Radio interferometry probes astrophysical signals through incomplete and
noisy Fourier measurements. The theory of compressed sensing demonstrates that
such measurements may actually suffice for accurate reconstruction of sparse or
compressible signals. We propose new generic imaging techniques based on convex
optimization for global minimization problems defined in this context. The
versatility of the framework notably allows introduction of specific prior
information on the signals, which offers the possibility of significant
improvements of reconstruction relative to the standard local matching pursuit
algorithm CLEAN used in radio astronomy. We illustrate the potential of the
approach by studying reconstruction performances on simulations of two
different kinds of signals observed with very generic interferometric
configurations. The first kind is an intensity field of compact astrophysical
objects. The second kind is the imprint of cosmic strings in the temperature
field of the cosmic microwave background radiation, of particular interest for
cosmology.Comment: 10 pages, 1 figure. Version 2 matches version accepted for
publication in MNRAS. Changes includes: writing corrections, clarifications
of arguments, figure update, and a new subsection 4.1 commenting on the exact
compliance of radio interferometric measurements with compressed sensin
The SuperWASP catalogue of 4963 RR Lyr stars: identification of 983 Blazhko candidates
Aims. We set out to compile a catalogue of RRab pulsating variables in the SuperWASP archive and identify candidate Blazhko effect objects within this catalogue. We analysed their light curves and power spectra for correlations in their common characteristics to further our understanding of the phenomenon. Methods. Pulsation periods were found for each SWASP RRab object using PDM techniques. Low frequency periodic signals detected
in the CLEAN power spectra of RRab stars were matched with modulation sidebands and combined with pairs of sidebands to produce a list of candidate Blazhko periods. A novel technique was used in an attempt to identify Blazhko effect stars by comparing scatter at different parts of the folded light curve. Pulsation amplitudes were calculated based on phase folded light curves.Results. The SuperWASP RRab catalogue consists of 4963 objects of which 3397 are previously unknown. We discovered 983 distinct candidates for Blazhko effect objects, 613 of these being previously unknown in the literature as RR Lyrae stars, and 894 are previously unknown to be Blazhko effect stars. Correlations were investigated between the scatter of points on the light curve, the periods and amplitudes of the objects’ pulsations, and those of the Blazhko effect.Conclusions. A statistical analysis has been performed on a large population of Blazhko effect stars from the wide-field SuperWASP survey. No correlations were found between the Blazhko period and other parameters including the Blazhko amplitude, although we confirmed a lower rate of occurrence of the Blazhko effect in long pulsation period objects
Radio spectral study of the cluster of galaxies Abell 2255
Spectral index studies of halos, relics, and radio galaxies provide useful
information on their origin and connection with merger processes. We present
WSRT multi-wavelength observations of the galaxy cluster Abell 2255 at 25 cm,
85 cm, and 2 m. The spectral index images allowed us to study the integrated
spectrum of halo and relic and to investigate the physical properties of the
Beaver head-tail radio galaxy belonging to the cluster. In the radio halo, the
spectral index is steeper at the center and flatter at the locations of the
radio filaments, clearly detected at 25 cm. In the relics, the spectral index
flattens, moving away from the cluster center. For the Beaver radio galaxy, the
spectrum severely steepens from the head towards the end of the tail, because
of the energy losses suffered by the relativistic particles. In the 2 m map,
which is the first high-sensitivity image presented in the literature at such a
long wavelength, a new Mpc-size emission region is detected between the known
radio halo and the NW relic. Not detecting this feature in the more sensitive
85 cm observations implies that it must have a very steep spectrum (alpha <=
-2.6). The observational properties of the radio halo suggest that either we
are looking at a superposition of different structures (filaments in the
foreground plus real halo in the background) seen in projection across the
cluster center or that the halo is intrinsically peculiar. The newly detected
extended region to the NW of the halo could be considered as an asymmetric
extension of the halo itself. However, since radio halos are known in the
literature as structures showing a regular morphology, the new feature could
represent the first example of steep Mpc-size diffuse structures (MDS),
detected around clusters at very low frequencies.Comment: 23 pages, 18 figures. A&A, in pres
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