I don't know what it is called in english but I usually use something like this:

http://cgi.ebay.de/Spruehextraktions...QQcmdZViewItem

It sprays water into the carpet and at the same time an integrated vacuum cleaner sucks away water and dirt.

You should be able to rent one in any DIY store.