if it is saying no such file then you haven't cd'ed into the right directory. Do an "ls" to see if the file is there.

file <filename>

Then you know whether it is compressed or not!

for gzip compressed tar zxvf <filename>
for bzip compressed tar jxvf <filename>
for uncompressed tar xvf <filename>