Well what if you gain AP or 'artillery points' for the bigger more elaborate structures they build? That would add some balance as the bigger you make your tower, the harder it can/will fall. Plus you'll have less room to maneuver in as well.

And if you go in rounds, you can buy new pieces from which to build with... considering you gain any hits on other towers...