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It is assumed that the source variable is a two-vector tuple denoted as, where vector represents the actual variable to be quantized (quantization objective) of dimension, and is the additional side information of dimension.
Specifically, the source variable to be quantized is denoted as of real dimensions with and representing the real and imaginary parts of the complex channel directional vector.
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Analog signals have infinitely variable amplitude and therefore have to be quantized before they are transmitted through the network.
For this purpose, matching pursuit coefficients need to be quantized.
These energies have been found to have distinct, fixed values; they are said to be quantized.
For Q-learning implementation the states have to be quantized.
Although for now, we consider to be continuous, in practice, will have to be quantized.
Another advantage of this method is that feature vectors do not need to be quantized.
In practice, the power control command has to be quantized while obtaining a decent performance.
Thus, the entire world is quantized; both matter and fields must obey a consistent set of quantum laws, if either one is to be quantized.
It is still possible that quantum theory does not absolutely guarantee that gravity has to be quantized".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com