More than likely, you have some sort of push activation going on (as in, the iPad is receiving something). A lot of times, you're receiving an e-mail, although it could be anything.
it you don't want this to happen, turn off your push notices. This will stop it from waking up every now and then...
Hope this helps.
Marilyn