Okay, imagine you have a cool toy that can take pictures of things that are invisible to the naked eye, like germs or tiny little pieces of hair. Now, let's say you want to take a picture of a really big thing, like a whole room. The toy can't take one big picture of the whole room, it has to take lots of little pictures of different parts of the room and then put them all together to make one big picture.
K-space is kind of like that toy. It's a way of taking pictures of things that are too small to see with our eyes, like inside our bodies when we get a scan at a hospital. But instead of taking lots of little pictures and putting them together, k-space uses a mathematical formula to take lots of tiny measurements of the thing we want to look at and then put all those measurements together to make one big image.
It's called "functional analysis" because the formula used in k-space is all about looking at the different functions or operations that are happening in that little bit of the thing we're measuring. Think of it like breaking something down into smaller parts to see how it works.
So to sum it up, k-space is a way of taking really detailed pictures of things we can't see with our eyes by using a mathematical formula that breaks it down into tiny measurements and analyzes the different functions happening in that area.