Though US dollars are widely accepted by the stores in Abu Dhabi, it is better to get them exchanged to UAE Dirham. You can easily exchange your currency for the Emirati Arab Dirham at the Abu Dhabi banks or at the specialized Foreign Exchange Bureaus.