Hi Rajesh
You can control this using an arduino board but you will also require an orientation sensor, maybe a gyroscopic or altitude sensor. Just Arduino alone won't work. Even the Flight controllers have inbuilt sensors that measure the quadcopters orientation. This is really important to come up with a stable flight.