节点文献

多源水声信号频域盲源分离次序调整算法研究

Research on blind source separation sequence adjustment algorithm of in frequency domain for multi-source underwater acoustic signals

  • 推荐 CAJ下载
  • PDF下载
  • 不支持迅雷等下载工具,请取消加速工具后下载。

【作者】 杨松罗建王慧刚魏袁媛刘亚萍

【Author】 YANG Song;LUO Jian;WANG Huigang;WEI Yuanyuan;LIU Yaping;School of Marine Science and Technology, Northwestern Polytechnical University;

【机构】 西北工业大学航海学院

【摘要】 本文根据相同和不同水声信号相邻频点间相关性的差异,实现水声信号盲源分离次序调整,从两源推广到多源。主要思路和方法是通过计算与自身相邻频点以及与其他路信号相邻频点的幅度相关系数,将其组成向量,然后对向量中的元素进行排序,根据排序的结果判断对应的频点是否需要做次序调整。这种方式可以实现多源水声信号盲源分离频点的次序调整。通过采用论文所给的一种算法对三路实测舰船辐射噪声信号的分离,初步验证了算法的有效性,可望推广应用于多路水声信号的次序调整。

【Abstract】 In this paper, according to the difference of the correlation between the same and different underwater acoustic signals, the sequence of blind source separation of underwater acoustic signals is adjusted and extended from two sources to multiple sources. The main idea and method is to calculate the amplitude correlation coefficient of adjacent frequency points with itself and adjacent frequency points with other road signals to form the vector, and then sort the elements in the vector, and judge whether the corresponding frequency points need to be adjusted according to the sorting result. This method can adjust the order of BSS frequency points of multi-source underwater acoustic signals. By using an algorithm proposed in this paper to separate three measured ship radiated noise signals, the effectiveness of the algorithm is preliminarily verified, and it is expected to be applied to the sequence adjustment of multi-channel underwater acoustic signals.

  • 【会议录名称】 2022’年中国西部声学学术交流会论文集
  • 【会议名称】2022’年中国西部声学学术交流会
  • 【会议时间】2022-08-04
  • 【会议地点】中国新疆乌鲁木齐
  • 【分类号】TN929.3
  • 【主办单位】四川省声学学会、上海声学学会、山东声学学会、北京声学学会、西安声学学会、黑龙江省声学学会、全国声学标准化技术委员会、中国声学学会环境声学分会、陕西省声学学会
节点文献中: 

本文链接的文献网络图示:

本文的引文网络