Do I need Android SDK to connect my phone in USB debug mode?
No, you don't need to install the Android SDK.  The SDK's drivers don't work for the Galaxy S, actually, at least not the last time I tried.

You best bet is to download Samsung Kies and update the drivers through it, as per this answer to another question.  You can get Kies most easily from Samsung UK here.