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Designing Anti-Jamming Receivers for NR-DCSK Systems Utilizing ICA, WPD, and VMD Methods

机译:利用ICA,WPD和VMD方法为NR-DCSK系统设计抗干扰接收机

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In this brief, we consider an advanced noise reduction differential chaotic shift keying system in which a single antenna source communicates with a single antenna destination under the attack of a single antenna jammer. We design an anti-jamming receiver for the considered system. Particularly, we propose a variational mode decomposition-independent component analysis-wavelet packet decomposition (VMD-ICA-WPD) structure, in which VMD method is first exploited to generate multiple signals from the single received one. Second, ICA method is applied to coarsely separate chaotic and jamming signals. After that, WPD method is used to finely estimate and mitigate jamming signals that exist on all outputs of ICA method. Finally, an inverse ICA procedure is carried out, followed by a summation, and the outcome is passed through the conventional correlation receiver for recovering the transmitted information. Simulation results show that the proposed receiver provides significant system performance enhancement compared to that given by the conventional counterparts.
机译:在本文中,我们考虑了一种先进的降噪差分混沌移位键控系统,其中单个天线源在单个天线干扰的攻击下与单个天线目标进行通信。我们为所考虑的系统设计了一个抗干扰接收机。特别是,我们提出了一种与变分模式无关的成分分析-小波包分解(VMD-ICA-WPD)结构,其中首先利用VMD方法从单个接收到的信号中生成多个信号。其次,ICA方法被应用于粗略地分离混沌和干扰信号。此后,使用WPD方法来精确估计和缓解ICA方法所有输出上存在的干扰信号。最后,执行逆ICA过程,然后进行求和,并且结果通过常规的相关接收器以恢复所发送的信息。仿真结果表明,与传统接收机相比,该接收机具有明显的系统性能增强。

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