A Dual-Mode 2-bit Uniform Scalar Quantizer for Data with Laplacian Distribution

2021 29th Telecommunications Forum (TELFOR)(2021)

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摘要
In this paper, a novel dual-mode 2-bit scalar quantizer based on uniform quantization of data with Laplacian distribution is proposed. It is composed of two uniform quantizers with different step size, whereby the rule for quantizer selection is determined in order to provide the highest signal to quantization noise ratio in the given range of data variance. The proposed dual-mode scalar quantizer...
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关键词
Quantization (signal),Laplace equations,Image coding,Neural network compression,Dynamic range,Robustness,Telecommunications
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