usually you have to unlock your watch if you take it off your wrist and put back on, as if you have set security pin ect...
try clean the underneath/back of the watch, so that the sensor can see that you are wearing it, there a couple way that the watch Does not know that you wearing it like , if you have tattoo or hairy arm ect..