Sentence examples for atomic decomposition method from inspiring English sources

For example, an atomic decomposition method employing chirplet dictionary was proposed in [13], and it can realize the automatic detection and classification of radar pulses with LFM, PSK, and FSK modulations.

Therefore, we may adapt the atomic decomposition method used in [1] and [6] for treating the Hardy space to study the newly introduced Hardy-Morrey space (Hmathcal{M}_{1}^{p}) ((1leq p

In order to extract the transient features of gear vibration, atomic decomposition methods, including method of frames (MOF), best orthogonal basis (BOB), matching pursuit (MP) and basis pursuit (BP), are used in the analysis of vibration signals from both healthy and faulty gearboxes.

The recently proposed iterative atomic decomposition thresholding (IADT) method has shown to be effective in extracting true constituent components of complicated signals and in suppressing background noise interferences.

The smooth atomic decomposition yields a simple method for dealing with restriction and extension phenomena for hyperplanes in Rn.

The proof uses Bourgain's method, the atomic decomposition for Hardy spaces and the subharmonic property of the gradient of a system of conjugate harmonic functions.

We discuss certain other, more general, decomposition methods, including the "smooth atomic decomposition," and the "generalized ϑ-transform".

The method is based on the complex atomic decomposition of a signal by using the conjugate subspace MP.

This paper presents a systematic review on sparse signal representation, especially on two key topics, i.e. atomic decomposition algorithms (such as greedy pursuit, lp norm regularization and iterative shrinkage/thresholding) and dictionary design methods (including analytic dictionary design and dictionary learning) reported in more than 70 representative articles published since 1990.

By comparing with traditional time frequency analysis methods, e.g. short time Fourier transform and continuous wavelet transform, it is found that atomic decomposition is more effective in simultaneously extracting the impulses and harmonic components of damaged gear vibration signals.

We obtain the atomic decomposition and the molecular decomposition.