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Keywords:
optimal quantization; uniform distribution; Rényi-$\alpha $-entropy
optimal quantization; uniform distribution; Rényi-$\alpha $-entropy
Summary:
We establish the optimal quantization problem for probabilities under constrained Rényi-$\alpha$-entropy of the quantizers. We determine the optimal quantizers and the optimal quantization error of one-dimensional uniform distributions including the known special cases $\alpha = 0$ (restricted codebook size) and $\alpha = 1$ (restricted Shannon entropy).
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