I have encountered this phrase "PCA whitening" many times, all I thought about it was just a simple PCA. However, it is not! 
The Whitening is actually PCA + scaling!!!
Also there is a good implementation explanation here : http://ufldl.stanford.edu/wiki/index.php/Implementing_PCA/Whitening
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