When I enter the whole URL in a browser, I get a blank screen as well. I think at least it should display something...
No, it has to be blank. When you connect to a soap server with a web borwser, then nothing gets displayed.
Did you run the browser on the same server that you run the php script on, so the connection is made from same network interface and IP?