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Multitaper spectrum: A promising method in spectrum sensing cognitive radio

机译:多峰频谱:频谱感知认知无线电中的一种有前途的方法

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Cognitive radio (CR) has been proposed as a promising and effective technology to improve radio spectrum utilization. The primary objective of the CR is to handle the non-interference rules with any primary users (PUs). Highly sensitive and optimal spectrum sensing detectors are required in order to avoid harmful interference to PUs. Multitaper spectrum seems to be the most appealing one for spectrum sensing CR because of its accurate identification and estimation and low computational complexity. Mulitaper uses small set of tapers and multiple orthogonal prototype filters to reduce the variance. The Fourier transform of a Slepian sequence, originally known as discrete prolate spheroidal sequences (DPSS), gives maximum energy density inside a given bandwidth and less spectral leakage with better specifications has been investigated in this paper and shows that no other window in signal processing can satisfy this property.
机译:认知无线电(CR)已经被提出作为一种有前途的有效技术来提高无线电频谱的利用。 CR的主要目标是处理与任何主要用户(PU)的无干扰规则。为了避免对PU产生有害干扰,需要使用高度灵敏且最佳的频谱感应检测器。多峰频谱似乎是频谱感测CR最吸引人的频谱,因为它具有准确的识别和估计能力以及较低的计算复杂度。 Mulitaper使用少量锥度和多个正交原型滤波器来减少差异。 Slepian序列的傅立叶变换(最初称为离散扁长球体序列(DPSS))在给定的带宽内可提供最大的能量密度,并且具有更好的规格,从而减少了频谱泄漏,并且研究表明信号处理中没有其他窗口可以满足此属性。

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