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Let the quantized value of e n be (hat {e}_{n}) and the quantization error be (epsilon _{n}=e_{n}-hat {e}_{n}).
Translate the quantized value into a binary bit. 3.
Let the quantized value of U 1, m ′ be Û 1, m ′.
finally, the cluster mean is added to obtain the quantized value of by the th cluster,.
This is a straightforward extension of the standard gossip consensus scheme, whereby after each (pairwise) exchange of messages, the agents requantize their values and exchange this quantized value at the next iteration.
Specifically, the image is divided into different blocks of random shapes, and the coefficients of each block are modified in order to make the block kurtosis equal to a non-uniformly quantized value determined by the bit to be embedded into the block.
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The original quantized values and the simulated singly quantized values are then compared through the Histograms distances block.
The smaller the number of allowed quantized values, the higher the frequency of each quantized value becomes, which results in a more efficient entropy coding, resulting in a higher compression ratio.
being Δ the natural integer determining the quantization step (frac {1}{2^{Delta }}) between admissible quantized values.
Though we take quantized values for degree sequence, it is found that the copula estimated matches with theoretical copula.
In practical scenario, due to the limited capacity of feedback links, the transmitter can only obtain the quantized values of the channel states, i.e., the imperfect channel state information.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com