认知无线电系统频谱感知中各种能量检测参数的综合分析

Meghana N. Joshi, S. Borde
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引用次数: 7

摘要

无线电频谱是最重要的资源,需要有效利用。为了克服频谱利用不足的问题,提出了认知无线电技术。认知无线电系统的主要挑战之一是在特定时间和特定地理位置检测整个动态频谱上的主要(许可)用户的存在。因此,对于有效的频带利用,认知无线电在频谱感知技术方面提供了一种独特的解决方案。在频谱感知中,辅助用户的目的是在整个无线电频谱上识别特定无线电信道的占用或空缺。本文介绍了频谱传感能量检测方案的性能分析。能量探测器技术因其相对容易实现而得到广泛认可。重点研究了信噪比、采样数、噪声不确定度等通信参数对能量检测器检测概率和虚警概率的影响。利用MATLAB软件绘制了仿真图。
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Comprehensive analysis of various Energy detection parameters in spectrum sensing for cognitive radio systems
The radio spectrum is the most vital resource that needs to be efficiently utilized. The cognitive radio technology has been proposed to overcome the problem of spectrum under utilization. One of the key challenges for a cognitive radio system is to detect the presence of primary (licensed) users over the entire dynamic spectrum at a specific time and a particular geographic location. Thus for effective band utilization cognitive radio provides a unique solution in terms of spectrum sensing techniques. In spectrum sensing, the aim of secondary user is to identify the occupancy or vacancy of a particular radio channel over the entire radio spectrum. This paper presents the performance analysis of energy detection scheme of spectrum sensing. The Energy detector technique is well recognized by its relative ease of implementation. This paper highlights the effects of communication parameters like Signal to noise ratio, number of samples and noise uncertainty on the probability of detection and probability of false alarm of energy detector. The simulations are plotted using MATLAB software.
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