Common base bias reduces input impedance
Your circuit is an amplifier (Q2) with high open-loop voltage gain and strong negative feedback back (via Q1) back to its input: -

This means that the input impedance will be very low because it now behaves like a virtual ground (as per classic op-amp theory). None of these transistors are in common-base by the way.