This is fairly common. Cold Booting a device will often prevent Remote Control from working but if you then Warm Boot the device it will work again.
Thanks for your comment.
We finally found the behaviour is particular to firmware Symbol 3.47. Downgrading to firmware 2.46 solve the problem,, no need to warm boot to make remote control function.