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A 3-order iterative carrier frequency estimate algorithm based on high-order cyclic cumulants and the analysis of its computation

机译:基于高阶循环累积量的三阶迭代载波频率估计算法及其计算分析

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The carrier frequency estimation algorithm based on high-order cyclic cumulants does not need a training sequence. Due to the fact that the high-order cycle can suppress the stationary and non-stationary Gaussian noise, the algorithm is tolerant to the noise mentioned above. The computation of the algorithm is deduced in this paper. It shows that if large searching range of carrier frequency and high frequency resolution are required, the computation will be great. In order to reduce the computation, a 3-order iterative carrier frequency estimation algorithm based on high-order cyclic cumulants is introduced in this paper and the relationship between frequency resolution and computation is deduced. The simulations show that the algorithm proposed in this paper can reduce the computation significantly.
机译:基于高阶循环累积量的载波频率估计算法不需要训练序列。由于高阶周期可以抑制平稳和非平稳的高斯噪声,因此该算法可以容忍上述噪声。推导了该算法的计算过程。结果表明,如果要求较大的载频搜索范围和较高的频率分辨率,则计算量较大。为了减少计算量,提出了一种基于高阶循环累积量的3阶迭代载波频率估计算法,推导了频率分辨率与计算量之间的关系。仿真表明,本文提出的算法可以大大减少计算量。

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