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Spectrum opportunity exploration based on joint spectrum sensing and the spectrum prediction enabled spectrum database

机译:基于联合频谱感知和启用频谱预测的频谱数据库的频谱机会探索

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摘要

Fast and precise spectrum opportunity (SOP) exploration is a fundamental and vital procedure for dynamic spectrum management. In this paper, the temporal rather than geographical feature of spectrum database is investigated. The spectrum prediction is formulated and taken as a function of spectrum database. Furthermore, spectrum sensing is also a choice for SOP exploration to cope with the inefficiency of the solely spectrum database approach on freshness of the information and the precise of the prediction. On that consideration, a joint SOP exploration (JSE) scheme is proposed which determines SOP based on joint spectrum sensing and the spectrum prediction enabled spectrum database. The advantages of spectrum database, spectrum prediction and spectrum sensing can be taken jointly to ascertain SOP. Extensive simulation results demonstrate that the proposed scheme can accommodate to diverse scenarios with different sensing ability of SUs and prediction ability of spectrum database, while the advantages of existing SOP exploration approaches can be jointly taken.
机译:快速精确的频谱机会(SOP)探索是动态频谱管理的基本且至关重要的过程。本文研究了频谱数据库的时间特征而不是地理特征。制定频谱预测并将其作为频谱数据库的函数。此外,频谱传感也是SOP探索的一种选择,以解决纯频谱数据库方法在信息新鲜度和预测精度方面的低效率问题。考虑到这一点,提出了一种联合SOP探索(JSE)方案,该方案基于联合频谱感知和启用频谱预测的频谱数据库来确定SOP。频谱数据库,频谱预测和频谱感知的优势可以共同确定SOP。大量的仿真结果表明,该方案可以适应具有不同SU感知能力和频谱数据库预测能力的各种场景,同时可以结合现有SOP勘探方法的优点。

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