According to the Bible itself, Mount Sinai is definitely in Arabia--which is certainly not the "traditional" location. (I have learned, as a Calvinist, to pay attention to what the Bible actually says!)
There is a large amount of commentary in ancient and medieval Jewish lore that supports this.