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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.
Note that this is the basic principle behind distributed source coding techniques: binning at the encoder, which can be disambiguated once side information is made available at the decoder [11, 12, 15] (in this case, quantized values from other nodes).
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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.
finally, the cluster mean is added to obtain the quantized value of by the th cluster,.
Let the quantized value of U 1, m ′ be Û 1, m ′.
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.
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CEO of Professional Science Editing for Scientists @ prosciediting.com