A New Nakagami-m Inverse CDF Approximation Based on the Use of Genetic Algorithm

被引：7
|
作者：
Bilim, Mehmet [1 ]
Develi, Ibrahim [1 ]
机构：
[1] Erciyes Univ, Fac Engn, Dept Elect & Elect Engn, TR-38039 Kayseri, Turkey
来源：
WIRELESS PERSONAL COMMUNICATIONS | 2015年 / 83卷 / 03期
关键词：
Inverse cumulative distribution function; Nakagami-m; Genetic algorithm; EXACT OUTAGE PROBABILITY; PERFORMANCE;
D O I：
10.1007/s11277-015-2520-1
中图分类号：
TN [电子技术、通信技术];
学科分类号：
0809 ;
摘要：
The inverse cumulative distribution function (CDF) appears in many important problems such as outage probability calculations in wireless communications. The Nakagami-m inverse CDF is difficult to compute numerically and is known to have no closed form. In this paper, we present a new and useful approximation to the Nakagami-m inverse CDF. The genetic algorithm is applied to optimize the coefficients of the proposed approximation. For typical cases in Nakagami-m wireless communication channels, it is shown through comprehensive computer simulations that the proposed method has high accuracy in most of the region of the exact CDF values.
引用
收藏
页码：2279 / 2287
页数：9
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