一种对直序扩频信号参数估计的自适应算法
An Adaptive Algorithm for Parameter Estimation of Direct Sequence Spread Spectrum Signal
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摘要: 目的 提出一种伪随机噪声(PRN)码调制的准正弦信号参数估计的自适应搜索方法。方法 采用矩和自适应变化率调节的步长对信号的多普勒频移和时延进行搜索。结果 缩短了搜索时间,而且对噪声也表现出一定程度的不敏感性。结论 所提出的算法改善了参数估计性能。Abstract: Aim To present an adaptive algorithm for parameter estimation of pseudo random noise(PRN) code modulated pseudo sinusoid signal. Methods The momentum and the adaptive learning rate adjusted step were used to search Doppler frequency and delay. Results The algorithm reduces the search time, and it is less sensitive to noise as well. Conclusion The algorithm proposed improves the performance of parameter estimation.
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