Hi Tayyab,
Increasing the power using optical amplifiers such as EDFAs is a good way, but optical and electrical amplifiers have a noise figure in reality which might make further problems for you. I suggest that you also boost the launched power by increasing the laser power on transmitter side as well.
Cheers