Means
"power of the fortress" from Old German
walt meaning "power, authority" and
burg meaning "fortress" (or perhaps from Old English cognates, though as an Old English name it is unattested). This was the name of an 8th-century Anglo-Saxon
saint who did missionary work in Germany.