Amplitude Distribution Estimation of White Noise Based on EMD and Parzen Window

摘要：

The signal transmitted is often added by white noise in the transmission channel of the communication system. That may result in the distortion of the signal and induce the difficulty of the signal demodulation at the receiving end. Comparing to the traditional estimation method which relies on amount of prior knowledge,a novel method of amplitude estimation of signal white noise based on EMd algorithm and Parzen Window according to the finiteduration signals is proposed. It could be used for the amplitude distribution estimation of white noise added in the channel or comparing the energies of white noises added in different channels and evaluating the quality of the channels. The novel method is simulated in the paper. It shows that the method can achieve and is intuitive by the analysis of the picture about the process and result.

关键词： EMD decomposition Parzen Window estimation signal interpolation time-space filter amplitude distribution estimation of white noise

作者: Ying Zhang Zhengqi Zheng

作者单位: Dept.of Communication Engineering,East China Normal University,Shanghai 200241,China

会议类型: 国际会议

会议名称: 2009 9th International Conference on Electronic Measurement & Instruments(第九届电子测量与仪器国际会议 ICEMI2009)

会议地点: 北京

会议语种:英文

页码: 1369-1373

在线出版日期: 2009-08-16（万方平台首次上网日期，不代表论文的发表时间）