Sentence examples for sparse observations from inspiring English sources

In this paper, we consider the problem of locating the information source with sparse observations.

The goal is to identify the information source in a heterogeneous network by using sparse observations.

So the results are valid for sparse observations and are robust to the number of observations.

"The surprise was that we succeeded with extremely sparse observations under relatively bad weather conditions," Vidal-Madjar says.

This paper presents a new approach for the prediction of substructures in building façades based on sparse observations.

Therefore, it is important to take sparse observations and network heterogeneity into account when locating information sources.

These low sensitivities are attributed to sparse observation points in the southern part.

Moreover, we show that DSS improves the skill for recovering the primary modes associated with the sparse observation mesh which is equally important in applications.

With a fairly general condition, we proved that the estimator is within constant distance from the actual information source with a high probability with a sparse observation.

In the fusion-based topology a pertinent transmission power constraint is introduced, while coordinate descent techniques are employed to recover the unknown sparse observation matrix, select pertinent sensors and subsequently track the source states.

As we discussed earlier, Fourier transform suffers from several issues: The image resolution is limited by the poor Fourier resolution due to narrow signal bandwidth and small azimuth angles, whereas the grating lobe is high because of the sparse observation support in the wavenumber domain.