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Broadband Cooperative Spectrum Sensing Based on Distributed Modulated Wideband Converter

机译:基于分布式调制宽带变换器的宽带协作频谱感知

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摘要

The modulated wideband converter (MWC) is a kind of sub-Nyquist sampling system which is developed from compressed sensing theory. It accomplishes highly accurate broadband sparse signal recovery by multichannel sub-Nyquist sampling sequences. However, when the number of sparse sub-bands becomes large, the amount of sampling channels increases proportionally. Besides, it is very hard to adjust the number of sampling channels when the sparsity changes, because its undersampling board is designed by a given sparsity. Such hardware cost and inconvenience are unacceptable in practical applications. This paper proposes a distributed modulated wideband converter (DMWC) scheme innovatively, which regards one sensor node as one sampling channel and combines MWC technology with a broadband cooperative spectrum sensing network perfectly. Being different from the MWC scheme, DMWC takes phase shift and transmission loss into account in the input terminal, which are unavoidable in practical application. Our scheme is not only able to recover the support of broadband sparse signals quickly and accurately, but also reduces the hardware cost of the single node drastically. Theoretical analysis and numerical simulations show that phase shift has no influence on the recovery of frequency support, but transmission loss degrades the recovery performance to a different extent. Nevertheless, we can increase the amount of cooperative nodes and select satisfactory nodes by a different transmission distance to improve the recovery performance. Furthermore, we can adjust the amount of cooperative nodes flexibly when the sparsity changes. It indicates DMWC is extremely effective in the broadband cooperative spectrum sensing network.
机译:调制宽带转换器(MWC)是从压缩传感理论发展而来的一种亚奈奎斯特采样系统。它通过多通道亚奈奎斯特采样序列实现了高精度的宽带稀疏信号恢复。但是,当稀疏子带的数量变多时,采样通道的数量成比例地增加。此外,当稀疏度改变时,很难调整采样通道的数量,因为其欠采样板是由给定的稀疏度设计的。这样的硬件成本和不便在实际应用中是不可接受的。本文创新地提出了一种分布式调制宽带转换器(DMWC)方案,该方案将一个传感器节点作为一个采样通道,并将MWC技术与宽带协作频谱感测网络完美结合。与MWC方案不同,DMWC考虑了输入端的相移和传输损耗,这在实际应用中是不可避免的。我们的方案不仅能够快速,准确地恢复对宽带稀疏信号的支持,而且还大大降低了单节点的硬件成本。理论分析和数值模拟表明,相移对频率支持的恢复没有影响,但是传输损耗在不同程度上降低了恢复性能。尽管如此,我们可以增加协作节点的数量,并通过不同的传输距离选择满意的节点,以提高恢复性能。此外,当稀疏性发生变化时,我们可以灵活地调整协作节点的数量。这表明DMWC在宽带协作频谱感测网络中非常有效。

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