Nonlinear Signal Sources Estimation Based on Nonlinear Dimension Reduction

摘要：

　　The estimation on signal source number is an important research issue in the field of signal analysis,especially in electromagnetic compatibility(EMC)under complex environments.Due to the nonlinear nature of electromagnetic interference(EMI),traditional linear methods usually take a bad performance.In this paper,we propose an estimation method by combining the ICA and nonlinear dimension reduction.Our experimental results show that the proposed algorithm outperforms methods for comparison under nonlinear condition.

作者: Hong-yi LI Zhi-xuan MA Di ZHAO

作者单位: LMIB,School of Mathematics and System Science,Beihang University,Beijing 100191,China School of Computer Science and Engineering,Beihang University,Beijing 100191,China

会议类型: 国际会议

会议名称: The 2017 2nd International Seminar on Applied Physics, Optoelectronics and Photonics (APOP 2017) (2017年第二届应用物理、光电子学和光子学国际研讨会)

会议地点: 上海

会议语种:英文

页码: 208-213

在线出版日期: 2017-12-30（万方平台首次上网日期，不代表论文的发表时间）