The incident took place at Balmoral Avenue on Tuesday at 1am.
The 85-year-old man awoke to find the intruder in his bedroom.
A sum of cash was stolen as well as a set of car keys.
The thief then made off in the elderly man's car, a red Toyota Corolla, accompanied by another man.
Police are appealing for witness to come forward.