An Optimized Zero-Attracting LMS Algorithm for the Identification of Sparse System

Luo, Lei; Zhu, Wenzhao

doi:10.1109/taslp.2022.3209946

Cited by 8 publications

(1 citation statement)

References 27 publications

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“…The LMS algorithm is a standard algorithm based on the descent method [10]. Due to the small amount of calculation, high efficiency and simple structure, it has received a lot of attention and research.…”

Section: Adaptive Filtering Principlementioning

confidence: 99%

Anti Interference Clock Error Correction Technology Based on BD3 System

Zhao

Li²,

Lu³

et al. 2023

J. Phys.: Conf. Ser.

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Beidou-3 (BD3) uses the pseudo range transmission method to calculate the clock difference through the pseudo range. However, due to the influence of electromagnetic interference, the clock difference measurement error is too large, which affects the timing accuracy of the power system. This paper first introduces the principle of Beidou timing service; Secondly, it introduces the clock error calculation method; Finally, combined with the clock difference calculation method, this paper presents an anti-interference clock difference correction method based on Least Mean Square (LMS) filter. According to the principle of LMS filter, the influence of electromagnetic interference on pseudo distance can be eliminated, and the clock difference can be calculated. Then the clock difference can be corrected. The simulation results show that the method is feasible and effective.

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Section: Adaptive Filtering Principlementioning

confidence: 99%