舰船电子工程2024，Vol.44Issue(3)：197-201,5.DOI:10.3969/j.issn.1672-9730.2024.03.043
基于复数域ICA的DOA估计方法
DOA Estimation Based on Complex-valued ICA
杨建 1赵飞 1尚子翔1
作者信息
- 1. 电磁空间安全全国重点实验室 成都 610036
- 折叠
摘要
Abstract
An efficient method of complex-valued ICA is presented here for DOA estimation,which bases on the orthogonal characteristic of signal-subspace and noise-subspace.Firstly,the models with an antenna array and blind source separation are ana-lyzed to prove that the technology of blind source separation can be used to DOA estimation.Then the shortcomings of blind source separation under noisy conditions are analyzed,and the signal-subspace projection is used to obtain the estimated value of the direc-tion vector.Finally,the simulation results prove that the proposed method is good and feasible.关键词
天线阵列/盲源分离/信号来向/独立分量分析/投影Key words
antenna array/blind signal separation/DOA/ICA/projection分类
信息技术与安全科学引用本文复制引用
杨建,赵飞,尚子翔..基于复数域ICA的DOA估计方法[J].舰船电子工程,2024,44(3):197-201,5.
