I agree both EKF and UKF are what you'll find in real world applications (because computing Jacobians is a pain!). I find the work of Jeffery Uhlmann both incredibly useful and hilarious (in that the "Unscented Kalman Filter" came from a stick of deodorant on a co-workers desk).

http://ethw.org/First-Hand:The_Unscented_Transform