What is the range of your analog input signal?
What is the voltage (1.1V Internal, External AREF or 5V) for the VREF-point of the ADC?
Are you using Arduino NANO/UNO/MEGA/DUE?
These information are needed at our ends to do some experiments for helping you with some results.