wget -r -np -nH -R index.html http://filestodownload/

where

• -r is for recursive retrieving.
• -np is for no-parent option where wget won't get the parent directory when retrieving recursively.
• -nH equals to no host directories where generation of host-prefixed directories will be disabled.
• -R is to omit index.html.