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基于改进的Ricker子波的地震信号MP稀疏分解
Seismic Signal’s MP Decomposition Based on Ricker Wavelet
【摘要】 对Ricker子波进行了改进,增加了相位参数和尺度参数。相位参数用来控制原子的相位变化,而尺度参数用来控制原子的衰减速度变化。实验结果表明,用这种改进的Ricker子波作为原子库,对实际采集到的地震信号进行稀疏分解,分解后的残差信号的MSE(Mean Square Error)要比采用一般的Ricker子波作为原子库降低了近46%。
【Abstract】 An improved dictionary with phase and scale is presented from the Ricker wavelet in this paper. The phase controls the diversification of the atomic phase,and the scale controls the diversification of the atomic attenuated speed. The experimental results show that the MSE of residual signal that derived from matching pursuit with the Ricker wavelet dictionary with phase and scale reduces 46 percent than the MSE of that derived from matching pursuit with the normal Ricker wavelet dictionary.
【关键词】 地震信号;
稀疏分解;
改进Ricker子波;
原子库;
匹配追踪(MP);
【Key words】 seismic signal; sparse decomposition; improved Ricker wavelet; dictionary; matching pursuit;
【Key words】 seismic signal; sparse decomposition; improved Ricker wavelet; dictionary; matching pursuit;
- 【文献出处】 电脑知识与技术 ,Computer Knowledge and Technology , 编辑部邮箱 ,2010年04期
- 【分类号】TN911.7
- 【被引频次】6
- 【下载频次】190