Four propellers produce thrust Fi in a direction perpendicular to the plane of rotation of propellers, as shown in the following diagram. This thrust is proportional to the square of the angular velocity of the propeller:
These forces are shown in action in the following diagram:
As the propellers rotate, they create the reaction Moments Mi on the quadcopter, around the z axis . This reaction moments is proportional to the square of the angular velocity of the propeller. The thrust produced by the opposite pair of propellers produces moments Mx and My respectively. These moments are given by a difference of forces multiplied by the length between the two propellers. Last but not the least, there is the force of gravity, which is always acting in a downward direction.
The motion of the quadcopter can be analyzed by Newton's Second Law of Motion:
For linear motion:
For angular/rotation motion: