Uniform Quantization of Signals with Clipped and Truncated Laplace Distributions
Uniform Quantization of Signals with Clipped and Truncated Laplace Distributions
Many natural and man-made signals including much of speech and music are well-modeled by the Laplace distribution. Methods of synthesizing such signals are available and sometimes preferred over traditional test signals. However, sometimes those Laplace-like signals are clipped or do not exhibit infinitely-long tails. These situations are analyzed to determine their variances with an application of estimating signal-to-noise ratio as they are quantized by an analog-to-digital converter.
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