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The detection of gravitational wave usually requires to match the measurementdata with a large number of templates, which is computationally very expensive.Compressed sensing methods allow one to match the data with a small number oftemplates and interpolate the rest. However, the interpolation process is stillcomputationally expensive. In this article, we designed a novel method thatonly requires to match the data with a few templates, yet without needing anyinterpolation process. The algorithm worked well for signals with relativelyhigh SNRs. It also showed promise for low SNRs signals.

Fast detection and automatic parameter estimation of a gravitational wave signal with a novel method