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Based on spherical polar coordinates, a quantizer is proposed with a desired relation between the quantized data and the corresponding quantization error for this problem.
However, since there exists dependency between quantization and encoding of quantized data which can be exploited to obtain better performance gain, it would be worth considering a joint design of quantizers and encoders.
Based on spherical polar coordinates, a quantizer of infinite data rate is proposed with a definite relation between the quantized data and the corresponding quantization error.
By constructing a novel dynamic quantizer, a distributed protocol via sampled and quantized data is designed to solve this problem.
The process is shown in Algorithm 1. Algorithm 1: Input: Input: Set of wavelet coefficients: Quantization step size of the privacy information: Processing: Processing: Step : Generate the quantized data sequence by.
The quantized data is stored in a bit stream.
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Then, the difference between the quantized feature data and the biometric data is calculated to obtain an adjustment value (VAD).
If the biometric data fall within one of these numerical ranges, then the quantized value for that numerical range is used as a quantized feature data to replace the biometric feature data.
A closed form distribution from the alpha-stable family, namely, the Cauchy, describes the data well in the DCT domain [33], but the Laplacian has been shown to better describe quantized image data [34].
The validity and effectiveness of this method have been confirmed by using a computer simulation and by applying it to the problem of estimating a reverberation time from room acoustics quantized observation data.
end{aligned} (8 As a result, a decrease in (overline{lambda }(t)) indicates that there are neurons that are not being used to quantize the data stream.
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