The result shows that the proposed WPCA algorithm not only has a good character in noise removing, but also in centralizing the component energy and decreasing the data dimension.

• 结果表明WPCA算法不仅可以实现噪声的去除，而且能提高主分量的贡献率，降低输入矢量的维数。