Are you sure you aren't moving the mouse? if you have your mouse without a mouse pad on a dusty surface it can sometimes read mouse movement off dust floating (yeah I know sounds rediculous)
anyway, if mouse isn't a problem it means that something is connected to your computer that is waking it up/prevent proper standby. Start unplugging peripherals 1 by 1 until you can sleep properly