Yes, your iPod Touch / iPhone can do that! I don’t know if it is your case, but I have a Linux Media Center computer in my living room with Mythbuntu installed, that makes me really happy. So far, this has been pretty much my main passion.

Here is the original:
Turning on Your Computer From Your iPhone Or iPod Touch