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To understand the effect of high CSA peak side lobe, consider the detection of two sources using uniformly weighted CSA processor.
We are enforcing hard non-negative constraint which means every element in the factors U and V will be zero or above, and all the samples are uniformly weighted.
These are then summed on an n-port beamsplitter that has an output which gives the uniformly weighted sum (tilde{s} := frac{1}{sqrt {N}}sum_{k=1}^{N} tilde{G}(Phi_{k})x_{k}).
First, for the quality estimation test, we compared our proposed directional power ratio measure (18) with state-of-the-art quality measures: the speech-to-reverberation modulation energy ratio (SRMR) [7] (using [27]), and the envelope-variance channel selection measure (EV) [11] (uniformly weighted, implemented in Matlab).
Uniformly weighted kernel integration can also be considered as the arithmetic mean (AM) of kernel matrices, which is always a generator of a valid Mercer kernel.
The values of the χ per restraint score between different datasets are similar, indicating that experimental data was uniformly weighted in the final structure.
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Further, the severity of the GI symptoms was not accounted – for example, food intolerance and gastrointestinal haemorrhage were weighted uniformly.
The quartets were sampled uniformly from a variance weighted least squares (WLS) tree on 352 species.
It then calculates the number of inversions falling into each category, chooses a category weighted by their cardinalities, and uniformly samples an inversion from that category.
Such an estimate is the contribution of [15] and follows from the observation that the contributions of the error estimators are weighted by the local mesh-size which uniformly decreases on each refined element.
When the sensors in an array are all equally weighted, the array is described as rectangular or uniformly shaded and has a relatively high side lobe peak of -13 dB relative to the main lobe.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com