最小化NPEE和RSPF影响的基于能量检测的协同频谱感知方案

Oladiran G. Olaleye, M. Iqbal, Ahmed Aly, D. Perkins, M. Bayoumi
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引用次数: 1

摘要

为了提高频谱利用率,随着网络规模的扩大,获取频谱态势感知(SSA)的关键技术——频谱感知技术通过活跃频谱用户之间的合作得到了极大的改进。然而,已经提出的许多合作频谱感知(CSS)方案都是基于准确的噪声功率估计、噪声水平的可表征变化以及没有虚假或恶意用户的假设。作为一系列SSA研究项目的一部分,在本研究中,我们提出了一种基于能量的可靠性评估方案,以最大限度地减少噪声功率估计误差(NPEE)和接收信号功率伪造(RSPF)的影响。该方案采用投票规则对多频谱传感数据进行融合。仿真结果表明,该方案对噪声和信号功率不确定性的稳定性比传统的CSS方案提高了68.2 ~ 88.8%。
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An Energy-Detection-Based Cooperative Spectrum Sensing Scheme for Minimizing the Effects of NPEE and RSPF
For improved spectrum utilization, the key technique for acquiring spectrum situational awareness (SSA) -- spectrum sensing -- is greatly improved by cooperation among the active spectrum users, as network size increases. However, the many cooperative spectrum sensing (CSS) schemes that have been proposed are based on the assumptions of accurate noise power estimates, characterizable variation in noise level and absence of false or malicious users. As part of a series of SSA research projects, in this research work, we propose a novel scheme for minimizing the effects of noise power estimation error (NPEE) and received signal power falsification (RSPF) by energy-based reliability evaluation. The scheme adopts the Voting rule for fusing multiple spectrum sensing data. Based on simulation results, the proposed scheme yields significant improvement, 68.2 - 88.8%, over the conventional CSS schemes, when compared on the basis of the schemes' stability to uncertainties in noise and signal power.
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