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基于VMD-ICA的水下激光雷达抗散射信号处理方法
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作者 李朝锋 王振 +3 位作者 刘欣宇 杨苏辉 徐震 樊超阳 《物理学报》 SCIE EI CAS CSCD 北大核心 2024年第9期110-115,共6页
提出一种基于变分模态分解(VMD)与独立元分析(ICA)相结合的水下信号处理方法.该方法运用VMD将一组回波信号分解为多组按照频率高低顺序排列的本征模态信号.然后,将这些模态信号作为ICA的观测矩阵,以确保分离所得目标回波信号的完整性.... 提出一种基于变分模态分解(VMD)与独立元分析(ICA)相结合的水下信号处理方法.该方法运用VMD将一组回波信号分解为多组按照频率高低顺序排列的本征模态信号.然后,将这些模态信号作为ICA的观测矩阵,以确保分离所得目标回波信号的完整性.该方法提出将分解所得的各层模态信号与原信号进行相关性和信杂比比较,以确定其分解层数.应用ICA方法对散射与目标回波进行分离,从而恢复强散射水体中的微弱目标回波,大大提高其测距精度.进行不同衰减长度水体的532 nm调频连续光水下测距实验.经实验验证,该信号处理方法在激光输出功率2.3 W时,成功实现对9个衰减长度内目标的测量,使用算法将测距精度由16 cm提升至5 cm以内. 展开更多
关键词 变分模态分解 独立元分析 频谱反馈
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Dynamics of Meandering Spiral Waves Driven by Two-Point Feedback 被引量:1
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作者 袁国勇 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第9期467-475,共9页
We numerically study the dynamics of meandering spiral waves in the excitable system subjected to a feedback signal coming from two measuring points located on a straight line together with the initial spiral core. Th... We numerically study the dynamics of meandering spiral waves in the excitable system subjected to a feedback signal coming from two measuring points located on a straight line together with the initial spiral core. The core location and size radius of the final attractors are computed, and they change with the position of the moving measuring point in a unique way. By the Fourier Spectral analysis, we find the frequency-locked behaviors different from the driving scheme of the external periodic force. It when the moving measuring point approaches closely is also found that the meandering spiral wave can be eliminated the boundary and its feedback gain is large enough. This offers an effective and convenient method for eliminating meandering spiral waves. 展开更多
关键词 spiral wave frequency-locking FEEDBACK
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