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where is the combining coefficient, with and.
This process will ensure the node with smallest error pattern has a reward on its combining coefficient.
This means that the combining coefficient for this node will be shrunk and the weight for this node to build ω k (i) will be shrunk too.
There are many ways to calculate the combining coefficient c kl which include the Hastings [24], the Metropolis [25], the Laplacian [26], and the nearest neighbor [27] rules.
where (mathcal {N}_{k}) denotes the set of neighbors of node k including node k itself, c kl ≥0 is the combining coefficient, and ψ l (i) is the local estimate generated by node l through its local information.
Similar(55)
The Metropolis rule is used to calculate the combining coefficients c kl.
For the low-SNR case, it can be shown [43] that the optimal combining coefficients are given by.
Therefore, the proposed SI-type algorithms perform better than the standard diffusion algorithms with fixed combining coefficients.
The SI-LMS and SI-RLS algorithms perform link selection by the adjustment of the combining coefficients through (28).
If the source signal power received by each user is known, the optimal combining coefficients can be found [38, 43].
In the following time instant, if this node still has the largest error, there will be no changes in the combining coefficients for this set of nodes.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com