Do you have a ext sd card installed? It maybe causing the problem, or a app you recently installed.
When the tab was new, did it start out doing this, if it did, you may have a hardware problem.
See if you can exchange it for a new replacment.
Also was this a factory refurb? As a last resort, you might try to do a factory reset.