Such a cute idea! Have your guests sign the letter of your last name instead of a guest book!
Make your guest book a big deal. Give guests cards to fill out and drop in a suitcase as they exit the reception. You could also make tags that guests can sign and hang from a tree, or set up a booth with props to make a video guest book.