You see, regardless of which wheel size you choose, the overall circumference of the wheel/tire combo must remain within 2% to 3% of the manufacturer's specifications. Otherwise, your speedometer, total milage, acceleration, etc. will be thrown completely out of whack. If you use a bigger wheel, the sidewall of the tire has to be shorter to compensate. A shorter sidewall will be less capable of soaking up all the bumps and road irregularities.
So stick with the 15" if all you care about is smoothness, comfort, and quietness.
-Rick