The unique ability of the Knight to jump over other pieces makes it the only piece capable of delivering this mate. It usually happens in the corner, often following a spectacular Queen sacrifice.
It is a specific forced sequence: Check, Discovered Double Check, Queen Sacrifice (to force the smother), and finally Knight Mate.
Because the King is literally smothered (suffocated) by its own friendly pieces, preventing it from moving to safety.