Persia was always the target of the Macedonians, I think. Philip realised that Persia was weak and ripe for conquest, with most of the men that faced Greece in the last conflict being Greek mercenaries themselves. This realisation that the greatest empire of the age spanning over multiple continents was actually ready to be taken would have been a great incentive to attack. There's also the history between the Hellenes and the Persians.