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We can see from the figure that the non-sparse source (p=0.5) has a higher saturation rate than sparse source (p=0.1). Figure 2 Information-rate bounds of compressive cooperation for sources at different sparsities.
The effect of reverberation in sparse source localization was studied by the authors in a previous work [30].
The common structure property of the sparse source vectors suggests the application of a group sparse reconstruction.
A sparse source has a peaky probability density function; the signal is close to zero at most time-frequency points, and has large values in rare occasions.
On the other hand, the minimum description length (MDL) method, used in DOA/MSL and spectral estimation, determines the number of sparse source locations or frequencies.
They have also proposed another method [11] for convolutive AVSS based on developing a VVAD and using it in a geometric separation algorithm using sparse source assumption.
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Dalby uses the sparse sources of the period to perform what she calls "literary archaeology".
From these sparse sources it can be inferred that Juvenal's family was well-to-do and that he became an officer in the army as a first step to a career in the administrative service of the emperor Domitian (81 96 ce) but failed to obtain promotion and grew embittered.
In the reference scheme, sparse sources are first compressed with 7ZIP.
In addition, we compare compressive cooperation with a separate source channel coding scheme for transmitting sparse sources.
Sparse sources have been artificially generated using a Bernoulli Gaussian model: s i = pN 0,σ on ) + (1−p N 0,σ off ).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com