I’ve never had full control, but there have been many times I’ve realized I’m dreaming, nudged the dream in a preferred direction and then swiftly let my consciousness over the dream fade so it could continue without interruption.
The more control I exert on my dreams, the more likely I am to consciously blink and actually blink myself awake. Gentle nudges in the direction I want to dream is the only path for me.