The results demonstrate that for ICA the correct preprocessing according to signal structure contributes to extracting features from mechanical signals effectively.

• 研究结果表明，根据信号结构选择预处理的方法十分重要，正确的预处理可以使独立分量分析有效地提取机械信号中的特徵。