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Optimal detection of differential chaos shift keying

机译:差分混沌移位键控的最佳检测

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Recent advances in the development of communication schemes based on chaos suggest that differential chaos shift keying (DCSK) is one of the most promising candidates for a feasible implementation. Traditionally, the demodulation-decoding of DCSK has been achieved by means of a noncoherent approach based on a correlation detector This approach in general works fur any differential noise shift keying out of which DCSK is a subclass, i.e., it does not exploit the chaotic dynamics involved. In this paper it is shown that the simple correlation detector can be augmented by information based on the chaotic dynamics to improve the performance, yielding a statistically optimal detection. Introducing a rigorous probabilistic framework, the optimal receiver for additive white Gaussian noise is derived, and it is shown that it decomposes into a part based an correlation and a part based on the chaotic dynamics.
机译:基于混沌的通信方案开发的最新进展表明,差分混沌移位键控(DCSK)是可行实施方案中最有希望的候选人之一。传统上,DCSK的解调-解码是通过基于相关检测器的非相干方法来实现的。该方法通常适用于任何差分噪声移位键控,DCSK是其中的子类,即,它不利用混沌动力学参与。本文表明,可以基于混沌动力学通过信息增强简单的相关检测器,以改善性能,从而产生统计上最优的检测器。通过引入严格的概率框架,推导了加性高斯白噪声的最佳接收器,结果表明该接收器分解为基于相关性的部分和基于混沌动力学的部分。

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