The Hough transform search for continuous gravitational waves
arXiv:gr-qc/0407001 · doi:10.1103/PhysRevD.70.082001
Abstract
This paper describes an incoherent method to search for continuous gravitational waves based on the Hough transform, a well known technique used for detecting patterns in digital images. We apply the Hough transform to detect patterns in the time-frequency plane of the data produced by an earth-based gravitational wave detector. Two different flavors of searches will be considered, depending on the type of input to the Hough transform: either Fourier transforms of the detector data or the output of a coherent matched-filtering type search. We present the technical details for implementing the Hough transform algorithm for both kinds of searches, their statistical properties, and their sensitivities.
22 pages, RevTeX4, typos and references corrected. Final PRD version
References in corpus (10)
- Data analysis of gravitational-wave signals from spinning neutron stars. I. The signal and its detection
- Search templates for gravitational waves from inspiraling binaries: Choice of template spacing
- Detector Description and Performance for the First Coincidence Observations between LIGO and GEO
- Searching for periodic sources with LIGO
- Searching for periodic sources with LIGO. II: Hierarchical searches
- Setting upper limits on the strength of periodic gravitational waves using the first science data from the GEO600 and LIGO detectors
- Data analysis of gravitational-wave signals from spinning neutron stars. II. Accuracy of estimation of parameters
- Data analysis of gravitational-wave signals from spinning neutron stars. III. Detection statistics and computational requirements
- Cleaning sky survey databases using Hough Transform and Renewal String approaches
- Optimal Strategies for Sinusoidal Signal Detection
Cited by in corpus (126)
- Physics, Astrophysics and Cosmology with Gravitational Waves
- Open data from the third observing run of LIGO, Virgo, KAGRA and GEO
- Detecting gravitational wave emission from the known accreting neutron stars
- Gravitational waves from neutron stars: Promises and challenges
- Gravitational Wave Detection by Interferometry (Ground and Space)
- Coherent searches for periodic gravitational waves from unknown isolated sources and Scorpius X-1: results from the second LIGO science run
- Gravitational Radiation from Newborn Magnetars
- All-sky search for continuous gravitational waves from isolated neutron stars using Advanced LIGO O2 data
- All-sky search for periodic gravitational waves in LIGO S4 data
- Search for gravitational waves from a long-lived remnant of the binary neutron star merger GW170817
- Direct constraints on ultra-light boson mass from searches for continuous gravitational waves
- Searches for Continuous-Wave Gravitational Radiation
- Gravitational Waves: Sources, Detectors and Searches
- Method for all-sky searches of continuous gravitational wave signals using the frequency-Hough transform
- Discovery of Nine Gamma-Ray Pulsars in Fermi-LAT Data Using a New Blind Search Method
- Recent searches for continuous gravitational waves
- Einstein@Home all-sky search for periodic gravitational waves in LIGO S5 data
- Bayesian estimation of pulsar parameters from gravitational wave data
- First low-frequency Einstein@Home all-sky search for continuous gravitational waves in Advanced LIGO data
- The evolution of binary neutron star post-merger remnants: a review
- Continuous gravitational waves from neutron stars: current status and prospects
- All-sky search for continuous gravitational waves from isolated neutron stars using Advanced LIGO and Advanced Virgo O3 data
- Targeted search for continuous gravitational waves: Bayesian versus maximum-likelihood statistics
- First all-sky upper limits from LIGO on the strength of periodic gravitational waves using the Hough transform
- Hidden Markov model tracking of continuous gravitational waves from a neutron star with wandering spin
- Postprocessing methods used in the search for continuous gravitational-wave signals from the Galactic Center
- Fast and Accurate Sensitivity Estimation for Continuous-Gravitational-Wave Searches
- All-sky Search for Periodic Gravitational Waves in the Full S5 LIGO Data
- Improved Stack-Slide Searches for Gravitational-Wave Pulsars
- Full Band All-sky Search for Periodic Gravitational Waves in the O1 LIGO Data
- Search for continuous gravitational waves: Improving robustness versus instrumental artifacts
- Searches for continuous gravitational waves from neutron stars: A twenty-year retrospective
- Exploiting Large-Scale Correlations to Detect Continuous Gravitational Waves
- All-sky search in early O3 LIGO data for continuous gravitational-wave signals from unknown neutron stars in binary systems
- Prospects for probing gravitational waves from primordial black hole binaries
- The cross-correlation search for periodic gravitational waves
- Directed searches for continuous gravitational waves from binary systems: parameter-space metrics and optimal Scorpius X-1 sensitivity
- Estimating the sensitivity of wide-parameter-space searches for gravitational-wave pulsars
- Search methods for continuous gravitational-wave signals from unknown sources in the advanced-detector era
- Search for Continuous Gravitational Waves: Optimal StackSlide method at fixed computing cost
- Parameter-space metric of semicoherent searches for continuous gravitational waves
- Status and perspectives of Continuous Gravitational Wave searches
- Simulation of a population of isolated neutron stars evolving through the emission of gravitational waves
- On blind searches for noise dominated signals: a loosely coherent approach
- PSR J1838-0537: Discovery of a young, energetic gamma-ray pulsar
- Application of hidden Markov model tracking to the search for long-duration transient gravitational waves from the remnant of the binary neutron star merger GW170817
- A method to search for long duration gravitational wave transients from isolated neutron stars using the generalized FrequencyHough
- Parameter-space correlations of the optimal statistic for continuous gravitational-wave detection
- Cover art: issues in the metric-guided and metric-less placement of random and stochastic template banks
- Hierarchical multi-stage MCMC follow-up of continuous gravitational wave candidates
- Robust semicoherent searches for continuous gravitational waves with noise and signal models including hours to days long transients
- Parameter-space metric for all-sky semicoherent searches for gravitational-wave pulsars
- Lattice template placement for coherent all-sky searches for gravitational-wave pulsars
- Detection of periodic gravitational wave sources by Hough transform in the frequency and spin down plane
- First all-sky search for continuous gravitational-wave signals from unknown neutron stars in binary systems using Advanced LIGO data
- Best chirplet chain: near-optimal detection of gravitational wave chirps
- Flat parameter-space metric for all-sky searches for gravitational-wave pulsars
- Implementing a semicoherent search for continuous gravitational waves using optimally-constructed template banks
- Detection of noise-corrupted sinusoidal signals with Josephson junctions
- The Adaptive Transient Hough method for long-duration gravitational wave transients
- Optimal directed searches for continuous gravitational waves
- Data analysis of gravitational-wave signals from spinning neutron stars. V. A narrow-band all-sky search
- Searches for continuous gravitational waves from Scorpius X-1 and XTE J1751-305 in LIGO's sixth science run
- Cross-correlation search for continuous gravitational waves from a compact object in SNR 1987A in LIGO Science Run 5
- Application of a Hough search for continuous gravitational waves on data from the 5th LIGO science run
- Global parameter-space correlations of coherent searches for continuous gravitational waves
- Search for gravitational waves from twelve young supernova remnants with a hidden Markov model in Advanced LIGO's second observing run
- Gravitational waves from compact dark matter objects in the solar system
- Fully coherent follow-up of continuous gravitational-wave candidates
- Application of a hierarchical MCMC follow-up to Advanced LIGO continuous gravitational-wave candidates
- Towards a unified treatment of gravitational-wave data analysis
- Empirically extending the range of validity of parameter-space metrics for all-sky searches for gravitational-wave pulsars
- Empirically estimating the distribution of the loudest candidate from a gravitational-wave search
- Cross-correlation method for intermediate-duration gravitational wave searches associated with gamma-ray bursts
- BinarySkyHough: a new method to search for continuous gravitational waves from unknown neutron stars in binary systems
- Improved Hough search for gravitational wave pulsars
- Gravitational wave probes of particle dark matter: a review
- Optimally setting up directed searches for continuous gravitational waves in Advanced LIGO O1 data
- Use of Excess Power Method and Convolutional Neural Network in All-Sky Search for Continuous Gravitational Waves
- Rapid parameter estimation for an all-sky continuous gravitational wave search using conditional varitational auto-encoders
- Searching for spin-2 ULDM with gravitational waves interferometers
- Tuning into Scorpius X-1: adapting a continuous gravitational-wave search for a known binary system
- Resampling to accelerate cross-correlation searches for continuous gravitational waves from binary systems
- Optimising the choice of analysis method for all-sky searches for continuous gravitational waves with Einstein@Home
- Sliding coherence window technique for hierarchical detection of continuous gravitational waves
- All-sky radiometer for narrowband gravitational waves using folded data
- Detectability of continuous gravitational waves from isolated neutron stars in the Milky Way: the population synthesis approach
- Novel directed search strategy to detect continuous gravitational waves from neutron stars in low- and high-eccentricity binary systems
- Fully coherent follow-up of continuous gravitational-wave candidates: an application to Einstein@Home results
- Time-frequency track distance for comparing continuous gravitational wave signals
- Improved short-segment detection statistic for continuous gravitational waves
- Eclipses of continuous gravitational waves as a probe of stellar structure
- Scalable data-analysis framework for long-duration gravitational waves from compact binaries using short Fourier transforms
- Progress towards Gravitational Wave Astronomy
- A veto for continuous gravitational wave searches
- Assessing the impact of non-Gaussian noise on convolutional neural networks that search for continuous gravitational waves
- Effects of proper motion of neutron stars on continuous gravitational-wave searches
- Recent results on the search for continuous sources with LIGO and GEO600
- Wide parameter search for isolated pulsars using the Hough transform
- Searching for continuous gravitational wave signals using LIGO and Virgo detectors
- Piecewise frequency model for searches for long-transient gravitational waves from young neutron stars
- Improved all-sky search method for continuous gravitational waves from unknown neutron stars in binary systems
- Follow-up procedure for gravitational wave searches from isolated neutron stars using the time-domain -statistic method
- All-sky Search for Periodic Gravitational Waves in the O1 LIGO Data
- Gravitational-wave searches in the era of Advanced LIGO and Virgo
- Toward a computationally-efficient follow-up pipeline for blind continuous gravitational-wave searches
- Report on an all-sky LIGO search for periodic gravitational waves in the S4 data
- Hierarchical Hough all-sky search for periodic gravitational waves in LIGO S5 data
- Assessing the similarity of continuous gravitational-wave signals to narrow instrumental artifacts
- Reanalysis of F-statistic gravitational-wave searches with the higher criticism statistic
- Search for continuous gravitational waves from unknown neutron stars in binary systems with long orbital periods in O3 data
- Finding binary millisecond pulsars with the Hough transform
- Reduced order modelling in searches for continuous gravitational waves - I. Barycentering time delays
- One-stop strategy to search for long-duration gravitational-wave signals
- Learning to detect continuous gravitational waves: an open data-analysis competition
- Constraining the abundance of spinning deformed Galactic compact objects with continuous gravitational waves
- Bayesian Framework to Follow-up Continuous Gravitational Wave Candidates from Deep Surveys
- Searching for continuous gravitational waves from highly deformed compact objects with DECIGO
- Doppler correlation-driven vetoes for the Frequency Hough analysis in continuous gravitational-wave searches
- Constraints on r-modes and mountains on millisecond neutron stars in binary systems
- Analysing one- and two-bit data to reduce memory requirements for F-statistic-based gravitational wave searches
- Modeling the Galactic Neutron Star Population for Use in Continuous Gravitational Wave Searches
- GFH-v2 Pipeline for Searches of Long-Transient Gravitational Waves from Newborn Magnetars
- High-frequency continuous gravitational waves searched in LIGO O3 public data with Einstein@Home
- BinaryGFH-v2: Improved method to search for gravitational waves from sub-solar-mass, ultra-compact binaries using the Generalized Frequency-Hough Transform
- Narrowband searches for continuous gravitational waves from known pulsars in the first two parts of the fourth LIGO--Virgo--KAGRA observing run