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基于时间结构盲源分离算法的工频干扰消除
Power interference removal based on blind source separation using temporal structure
【摘要】 研究了基于时间结构盲源分离算法的基本原理,在分析其特点和适用范围的基础上,提出了采用时间结构盲源分离算法消除地震信号采集过程中工频干扰的方法,并与基于FastICA的方法进行了性能比较。研究结果表明,本方法能够有效地消除地震信号中的工频干扰,同时保护有用信号,且干扰消除性能具有明显优势。
【Abstract】 The basic principle of blind source separation algorithm based on temporal structure is investigated.Character and application area for blind source separation algorithm based on temporal structure is analyzed.Power interference removal method in seismic signal collection using temporal structure BSS algorithm is proposed and the property is compared with the method based on FastICA.The results indicate that this method can effectively eliminate power interference from seismic signal,while protecting the desired signal,and interference removal performance has an obvious advantage.
【Key words】 temporal structure; blind source separation; power interference; independent component analysis;
- 【文献出处】 电路与系统学报 ,Journal of Circuits and Systems , 编辑部邮箱 ,2010年04期
- 【分类号】TN911.23
- 【被引频次】3
- 【下载频次】140