I don't mean to be a wiseguy Mr. Daniel but at the level you are working at I think you're just going to have to beef up your linear algebra and puzzle through the paper.
It's a bit more than most of us here are willing to do downloading and reading a technical paper and explaining it. That gets into the realm of paid mathematics consultant.
Maybe I'm wrong. Good luck!