It looks like a modified gi. Here's an expensive pattern:
You can no doubt find one cheaper on ebay. I'm also pretty sure that all the major pattern companies have simplified costume ones.
You'd have to add the cuffs to the sleeves and the shoulder thingies. And hyuugafied is right. Heavy interfacing > cardboard: it's more flexible and you can wash it.