Federer was using the tournament as a warm-up to the French Open, where the Swiss ace will be looking to defend his title when the tournament starts at Roland Garros on May 23.
Rusedski took the momentum with him into the final set and although Larsson saved one match point to force Rusedski to serve for the match, the former US Open finalist had no problems, sealing victory with his 21st ace.