They already have a system that watches the sea north of Australia

Okay, that makes sense, and it squares with the CBC article:

Carney acknowledged that the project is not new, but said the partnership with Australia will allow it to be built and deployed “as quickly as possible and as effectively as possible.”

We’re basically teaming up with an ally that has experience getting the job done. Sensible.