|
|||||
|
|
| 基于ICA与MUSIC相结合的未知源数目DOA估计算法 | |
| 引用本文： | 黄紧德,韦文山,黄名选.基于ICA与MUSIC相结合的未知源数目DOA估计算法[J].广西民族大学学报,2013,19(2):72-77. |
| 作者姓名： | 黄紧德 韦文山 黄名选 |
| 作者单位： | 1. 广西教育学院数学与计算机科学系,广西南宁,530023 2. 广西民族大学信息科学与工程学院,广西南宁,530006 3. 广西教育学院科研处,广西南宁,530023 |
| 基金项目： | 国家自然科学基金项目，广西自然科学基金项目，广西教育学院院级重点科研项目 |
| 摘 要： | 从阵列入射信号具有统计独立和空域独立这两个方面出发，利用ICA和MUSIC算法相结合，进行未知源信号数目的DOA估计，在算法迭代的过程中，得到源信号数目的同时也得到了源信号的DOA．通过仿真实验表明，该算法能对未知源数目的信号进行DOA估计，并且在低信噪比和存在弱信号的情况下仍然有效． |
| 关 键 词： | 独立分量分析（ICA） MUSIC 波达方向（DoA）估计 源数目估计 |
DOA Estimation Algorithm base on the Combination of ICA and MUSIC Under Unknown Number of Sources |
|
| HUANG Jin-de , WEI Wen-shan , HUANG Ming-xuan.DOA Estimation Algorithm base on the Combination of ICA and MUSIC Under Unknown Number of Sources[J].Journal of Guangxi University For Nationalities(Natural Science Edition),2013,19(2):72-77. | |
| Authors: | HUANG Jin-de WEI Wen-shan HUANG Ming-xuan |
| Institution: | 1 .Department of Mathematics and Computer Science, Guangx College of Education, Nanning 530023, China; 2 College of Information Science Engineering, Guangxi University for Nationalities, Nanning 530006,China; 3.Scientific Research Office , Guangxi College of Education, Nanning 530023,China) |
| Abstract: | Incident signals with characteristics of Statistically independent and spatial independent, in this paper , the combination of ICA and MUSIC Algorithm be used to estimate DOA of the number of unknown source signals. In the algorithm iterative process to obtain the number of source signals and the source signal of DOA. Thesimulation results show the proposed algorithm can estimate the DOA of singnals under / unknown source number, and in the case of low signal-to-noise ratio and the presence of a weak signal is still valid. |
| Keywords: | independent component analysis （ICA） MUSIC direction-of-arrival estimation source number stimation |
| 本文献已被 维普 万方数据 等数据库收录！ | |