Can artificial grass solve my soggy ground problem?

I was thinking of putting this down on my very tiny back yard to solve my soggy soil problem.

I figure it may not solve it but it will maybe make it so I don’t get a muddy dog after he has been out on a rainy day.
I am hoping that someone on fluther has tried it and can tell me the in’s and outs of artificial turf.