In complex data representation such as the attached image by grc,
the LPF cut the frequency in both direction(+/- freq)
which the center frequency is 0Hz
When I set the base frequency to a large positive value such as 10MHz,
the cutoff shows on both side apart from the center frequency too.
The baseband frequency parameter only changes the value printed on the x
axis. For example: If you had a usrp source tuned to frequency X, you
would also set the baseband frequency to X → for display purposes.