2008
DOI: 10.1088/0264-9381/25/18/184015
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Detection of periodic gravitational wave sources by Hough transform in the f versus \skew6\dot f plane

Abstract: In the hierarchical search for periodic sources of gravitational waves, the candidate selection, in the incoherent step, can be performed with Hough transform procedures. In this paper we analyze the problem of sensitivity loss due to discretization of the parameters space vs computing cost, comparing the properties of the sky Hough procedure with those of a new frequency Hough, which is based on a transformation from the time -observed frequency plane to the source frequency -spin down plane. Results on simul… Show more

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Cited by 39 publications
(64 citation statements)
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“…The FrequencyHough method is described in detail in [23,37,38]. Calibrated detector data is used to create SFTs with coherence time depending on the frequency band being considered, see Table II.…”
Section: B Frequencyhough Search Methodsmentioning
confidence: 99%
“…The FrequencyHough method is described in detail in [23,37,38]. Calibrated detector data is used to create SFTs with coherence time depending on the frequency band being considered, see Table II.…”
Section: B Frequencyhough Search Methodsmentioning
confidence: 99%
“…The total number of sky patches is N sky ≈ 3.5 × 10 6 . Each corrected peakmap is the input of the incoherent step, based on the FrequencyHough transform [7,24]. This is a very efficient implementation of the Hough transform (see [24] for efficiency tests and comparison with a different implementation) which, for every sky position, maps the points of the peakmap into the signal frequency/spin-down plane.…”
Section: The Analysis Proceduresmentioning
confidence: 99%
“…Each corrected peakmap is the input of the incoherent step, based on the FrequencyHough transform [7,24]. This is a very efficient implementation of the Hough transform (see [24] for efficiency tests and comparison with a different implementation) which, for every sky position, maps the points of the peakmap into the signal frequency/spin-down plane. In the FrequencyHough transform we take into account slowly varying non-stationarity in the noise and the varying detector sensitivity caused by the time-dependent radiation pattern [25], [26].…”
Section: The Analysis Proceduresmentioning
confidence: 99%
“…While such a method would be suboptimal when we are not computationally limited, it would lead to a closer to optimal method in the presence of computational constraints. Examples of such methods are described in [89][90][91], and examples of GW searches employing them are [67,[92][93][94]. The sensitivity of these searches is h min…”
Section: Core Collapse Supernovae and Hot Remnantsmentioning
confidence: 99%