电工技术学报  2015, Vol. 30 Issue (17): 180-190    DOI:
电工理论与新技术 |
基于独立分量分析算法的医疗电子设备辐射电磁干扰EMI噪声分析方法
赵 阳1,夏 欢1,邱晓晖2,宋百通1,陈雪丽1
1.南京师范大学(江苏省电气装备电磁兼容工程实验室 南京 210042
2.南京邮电大学 南京 210042
The Radiated EMI Analysis Method for Electromedical Equipments Based on ICA
Zhao Yang1,Xia Huan1,Qiu Xiaohui2,Song Baitong1,Chen Xueli1
1.Nanjing Normal University Jiangsu Electrical Equipment EMC Engineering Laboratory Nanjing 210042 China
2.Nanjing University of Posts and Telecommunications Nanjing 210042 China
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摘要 针对多辐射源医疗电子设备的辐射EMI噪声,提出了基于独立分量分析算法的分析方法。采用独立分量分析(Independent Component Analysis,ICA)算法处理医疗电子设备中多辐射源叠加的近场辐射时域信号,得到多个独立的共模/差模辐射源,找出引起辐射噪声超标的源头,即可对该元器件实施针对性的整改措施。相较于目前的多辐射源分析方法,此方法能更准确快速地找出症结所在,较为容易操作和实现。采用双共模混合源、双差模混合源和共差模混合源3种模型进行实验,结果验证了该方法的可行性,最后将此方法应用于医疗电子设备,其结果成功验证了该方法的有效性,此项研究对今后的复杂电子设备溯源方法和多辐射源整改有积极参考意义。
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赵 阳
夏 欢
邱晓晖
宋百通
陈雪丽
关键词 独立分量分析辐射噪声电磁干扰分析方法    
Abstract:Aiming at the multi-point electromagnetic interference (EMI) radiation of the medical electronic equipment,this paper designs the analysis method based on the independent component analysis (ICA) algorithm.The near field time-domain signals,resulted from the superposition of multiple radiation sources,can be separated into several independent common mode and differential mode (CM/DM)radiation sources by applying the ICA algorithm.After the over standard sourceis found,technicians can take the corresponding improvement measures.Comparing to the present analysis methods,this one is more convenient and simple.It can quickly locate the over standard source and is easy to be manipulated and realized.In this paper,with three experiments,i.e.the double CM mixed source,the double DM mixed sources,and the CM/DM mixed source,the feasibility of the method is verified.And the validity of the method is tested by the application example in the electronic medical equipment.In the meantime,this method may offer a reference for tracing source in the complex electronic equipment and multiple radiation sources improvements in the future.
Key wordsICA    radiated noise    electromagnetic interference    analysis method   
收稿日期: 2015-01-27      出版日期: 2015-12-07
PACS: O441.4  
基金资助:江苏省自然科学基金(BK2011789)、毫米波国家重点实验室开放基金(K201309)和江苏省科技厅产学研究联合创新资金(BY2012004)资助项目。
作者简介: 赵 阳 男,1966年生,教授博导,研究方向为电磁兼容。(通信作者)夏 欢 女,1991年生,硕士研究生,研究方向为电磁兼容。
引用本文:   
赵 阳,夏 欢,邱晓晖,宋百通,陈雪丽. 基于独立分量分析算法的医疗电子设备辐射电磁干扰EMI噪声分析方法[J]. 电工技术学报, 2015, 30(17): 180-190. Zhao Yang,Xia Huan,Qiu Xiaohui,Song Baitong,Chen Xueli. The Radiated EMI Analysis Method for Electromedical Equipments Based on ICA. Transactions of China Electrotechnical Society, 2015, 30(17): 180-190.
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