You could try to do the connection setup again. Other than that, I don't have a clue.
And a note: I don't think it's a good idea to have your headset constantly charged. Batteries aren't very fond of that and generally it's good that a battery empties now and then. You will hear a sound when it's time to charge the headset. (Similar to the blinking RoL on your controller.)