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Finite-Level Quantization Procedures for Construction and Decoding of Polar Codes

机译:极性码构造和解码的有限级量化程序

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We consider finite-level, symmetric quantization procedures for construction and decoding of polar codes. Whether polarization occurs in the presence of quantization is not known in general. In [1], it is shown that a simple three-level quantization procedure polarizes and a calculation method is proposed to obtain a lower bound for achievable rates. We find an improved calculation method for achievable rates and also the exact asymptotic behavior of the block error probability for the simple case. We then prove that certain D-level quantization schemes polarize and give a lower bound on achievable rates. Furthermore, we show that a broad class of quantization procedures result in a weaker form of the polarization phenomenon.
机译:我们考虑极性码的构造和解码的有限级,对称量化程序。通常不知道在量化存在下是否发生极化。在[1]中,表明了一个简单的三级量化过程极化了,并提出了一种计算方法来获得可达到速率的下限。我们找到了一种改进的计算方法,可实现的速率以及简单情况下块错误概率的精确渐近行为。然后,我们证明某些D级量化方案会极化并给出可达到速率的下限。此外,我们表明,一类广泛的量化程序会导致极化现象的形式变弱。

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