On the Energy Detection over generalized-K (KsubGsub) fading

H. Rasheed, Farah Haroon, F. Adachi
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引用次数: 8

Abstract

In this paper, we present a new tractable expression for average probability of Energy Detection (ED) in generalized-K (KG) fading channel. ED has been proposed for spectrum sensing in cognitive radios and various wireless applications. A closed form solution for modeling ED under shadow-fading conditions using lognormal distribution is complicated and is the main drawback. In KG fading model, shadowing is modeled by Gamma probability density function (PDF) and Nakagami-m distribution is used to represent the small-scale random variations of the received signal envelope. By applying the alternative series representation of Marcum-Q function, We obtain a closed form expression for ED based average detection probability over KG fading. The derived expressions are validated, and analytical results are verified by numerical computations and simulations for scenarios of practical interest Further, these results are considered for performance analysis and improvement of sensing by varying parameters of KG fading channel under light and moderate shadowing.
广义k (KsubGsub)衰落下的能量检测
本文给出了广义k (KG)衰落信道中能量检测平均概率(ED)的一个新的可处理表达式。在认知无线电和各种无线应用中,已经提出了用于频谱感知的ED。用对数正态分布对阴影衰落条件下的ED进行建模的封闭解比较复杂,是其主要缺点。在KG衰落模型中,阴影采用Gamma概率密度函数(PDF)建模,Nakagami-m分布表示接收信号包络的小尺度随机变化。利用Marcum-Q函数的备选级数表示,得到了基于KG衰落下ED平均检测概率的封闭表达式。对推导式进行了验证,并通过实际场景的数值计算和仿真验证了分析结果,并将这些结果用于光和中度阴影下改变KG衰落信道参数的性能分析和改进传感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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