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METHOD FOR REDUCING NOISE IN SEISMIC SIGNALS BY ADAPTIVE FILTERING OF A NOISE REFERENCE

机译:通过自适应滤除噪声来减少地震信号中噪声的方法

摘要

A method of reducing effects of noise in seismic signals generated by a plurality of seismic sensors at spaced apart locations from a seismic source is disclosed. Each of the signals is represented by a signal trace in a record section. The method includes the steps of isolating noise in the signal traces, time aligning corresponding portions of the noise in the traces thereby generating time-aligned noise traces, stacking the time-aligned noise trace to generate a stacked noise trace, replicating the stacked noise trace at each corresponding trace position in the record section, restoring the replicated traces to the original trace time positions by reversing the step of time-aligning to generate noise signature traces, comparing the noise signature traces to corresponding signal traces to generate filters which substantially minimize a measure of the difference between the noise signature traces and the signal traces. The noise signature traces are then filtered and the resulting filtered noise signature traces are subtracted from the signal traces. In a preferred embodiment the steps of comparing, generating filters, filtering and subtracting comprise linear adaptive filtering. In a particular embodiment the step of isolating the noise comprises bandpass filtering the signal traces.
机译:公开了一种减小在由多个地震传感器在与地震源隔开的位置处产生的地震信号中的噪声影响的方法。每个信号由记录部分中的信号迹线表示。该方法包括以下步骤:隔离信号迹线中的噪声;时间对准迹线中噪声的相应部分,从而生成时间对准的噪声迹线;堆叠时间对准的噪声迹线以生成堆叠的噪声迹线;复制堆叠的噪声迹线在记录部分中每个对应的迹线位置处,通过反转时间对齐步骤以生成噪声签名迹线,将噪声签名迹线与对应的信号迹线进行比较,以将生成的迹线恢复到原始迹线时间位置,从而将滤波器的基本最小化测量噪声特征迹线和信号迹线之间的差异。然后对噪声签名迹线进行滤波,并从信号迹线中减去生成的滤波后的噪声签名迹线。在优选实施例中,比较,生成滤波器,滤波和减法的步骤包括线性自适应滤波。在特定实施例中,隔离噪声的步骤包括对信号迹线进行带通滤波。

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