How to remove the noise signal on receiver?

I have a 433MHz TX/RX module(digital,ask), some noise signal is detected on the RX, I would like to ask how to remove the noise? Would u think that the problem would be improved if encoder and decoder is used?
If I want the circuit small, and low cost (not use encoder and decoder), do u have another approach to remove the noise?
THX:)