基于递归滤波的工频噪声压制方法研究

2012年 51卷 第No. 4-期
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Industrial noise suppression method based on recursion filtering
1.中国石油化工股份有限公司胜利油田分公司,山东东营257000;2.上海锦迪软件开发有限公司
,上海200092
Kang Yiting, Shengli Oilfield Company, SINOPEC, Dongying 257000, China
在老油区地震勘探中,工频噪声干扰严重影响了地震资料的品质。压制工频噪声的常规方法
是陷波处理,该方法在压制噪声的同时对有效信号损伤很大。另一类基于正弦或余弦函数逼近的
工频噪声压制方法,通常假设工频噪声的振幅、频率和相位保持固定不变,在实际资料处理时其
适用性受到很大限制,并且计算量较大,算法效率不高。在分析已有方法的基础上,提出了一种
基于递归滤波的工频噪声压制方法,利用工频噪声的周期性,导出递归滤波器,并对递归滤波算
子作适当修改,保证了滤波器的稳定性和物理可实现性。理论记录试算与实际资料处理结果表明
,该方法能够有效压制工频噪声,且不损伤有效信号。
The quality of seismic data is often influenced by industrial noise in old oilfield exploration. Notch-filtering is
commonly used for removing industrial noise and leads to damage the effective signal. Methods based
Cosine or Sine function approach is only adaptable to the cases that the amplitude, frequency and phase of
industrial noise are stable. The adaptability of the method was limited during actual data processing and it
has the disadvantage of large calculation amount and low calculation efficiency on the base of analysis of
existing methods. Therefore, the recursion filtering algorithm was proposed to suppress industrial noise. The
recursion filter is derived based on industrial noise cyclicity, the operator of recursion filter is modified to
ensure the stability and physical feasibility. Tests on synthetic and real data show that this method can
remove the industrial noise and avoid the damage to effective signal at the same time.
工频噪声; 递归滤波; 噪声压制;
industrial noise; recursion filtering; noise suppression;
10.3969/j.issn.1000-1441.2012.04.007