It is not advisable to wear your watch while sleeping. An unintentional movement during the night could harm you if the watch knocks strongly against your body, or the watch could be damaged if it contacts a bed post or bedside furniture. 

Similarly, bracelets and leather straps can be damaged from considerable friction and perspiration during sleep.