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Companding Quantization

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Definition
InfoTheory

We will define a few tools here: - Compressor: G:R→(a,b)G:\mathbb{R}\to(a,b) monotonically increasing and invertible. - QĪ”Q_{\Delta}: N-level uniform quantizer with support (a,b)(a,b) and step size Ī”=bāˆ’aN\Delta=\frac{b-a}{N}. - Expander: Gāˆ’1:(a,b)→RG^{-1}:(a,b)\to \mathbb{R}, the inverse of GG.

Then we define the companding realization of our quantizer QQ as Q(x)=Gāˆ’1(QĪ”(G(x)))Q(x)=G^{-1}(Q_{\Delta}(G(x)))

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