Short of starting a desert party on your own, there are a number of tour providers who can set one up.
Oasis Palm (www.opdubai.com) can take you out for five hours around sunset for 150 dirhams (around $42) per person, or arrange an overnight for 180-230 dirhams ($50-$65), depending on the season.