基于信息理论准则的频谱感知方法中可调参数的影响研究

Tingting Liu, Jian Zhang, Zhi-ming Wang
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引用次数: 0

摘要

认知无线电正在成为解决资源短缺的一种流行技术。认知无线电有四种基本技术,即频谱感知、资源分配、干扰避免和机会频谱接入。其中,频谱传感技术是最重要的。盲感知方法以其易于实现和对先验知识要求少而备受关注。采用信息理论准则(ITC)方法的频谱感知方法是一种可以在很少先验信息的情况下感知主用户活动的盲感知技术。但是,它不能灵活地设置通信系统中通常需要的虚警概率。本文对可调参数的影响进行了研究。在不同采样数和接收天线的情况下,通过仿真验证了该方法的有效性。仿真结果表明,参数可调可以根据系统的要求改变虚警概率,参数可调的传感方法可以克服噪声的不确定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on the Effect of the Adjustable Parameter Applied to Information Theoretic Criteria Based Spectrum Sensing Method
Cognitive radio is now emerging as a popular technology to end the resource scarcity. Cognitive radio has four fundamental technologies that is spectrum sensing, resource allocation, disturbance avoidance and opportunistic spectrum access. Among them, spectrum sensing technology is the foremost. Blind sensing method attracts much attention for its easiness to implement and the few requirements for prior knowledge. The spectrum sensing method employing Information Theoretic Criteria (ITC) method is a blind sensing technology that can sense the activity of primary user with little prior information. However, it can not agilely set the false alarm probability which is usually required in communication systems. In this paper, a research on the effect of the adjustable parameter is carried out. The effectiveness of this method is set up by simulation in several scenarios with different numbers of sampling samples and receiving antennas. It is shown in the simulation that the adjustable parameter can change the false alarm probability on the basis of the requirement of the system and also the sensing method with an adjustable parameter can overcome the noise uncertainty.
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