q函数的新型指数型近似

J. Nikolić, Z. Perić
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引用次数: 1

摘要

本文给出了用一个指数函数或两个指数函数和逼近q函数的几种解法。由于新的q函数近似具有简单的解析形式,因此非常适合于进一步推导封闭形式的表达式,因此具有大量的应用可行性。在为高斯源设计标量压缩量子器时,由于q函数不存在封闭形式表达式而导致标量压缩量子器的问题,这种新的q函数指数型近似的应用尤为重要。由于我们的q函数近似具有简单的解析形式,并且比以前用于高斯源的标量扩展量化中观测问题的q函数近似更精确,因此它们的应用,特别是对该问题的应用具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
NOVEL EXPONENTIAL TYPE APPROXIMATIONS OF THE Q-FUNCTION
In this paper, we propose several solutions for approximating the Q-function using one exponential function or the sum of two exponential functions. As the novel Q-function approximations have simple analytical forms and are therefore very suitable for further derivation of expressions in closed forms, a large number of applications are feasible. The application of the novel exponential type approximations of the Q-function is especially important for overcoming issues arising in designing scalar companding quantizers for the Gaussian source, which are caused by the non-existence of a closed form expression for the Q-function. Since our approximations of the Q-function have simple analytical forms and are more accurate than the approximations of the Q-function previously used for the observed problem in the scalar companding quantization of the Gaussian source, their application, especially for this problem is of great importance.
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