Flight Dynamics Laboratory (so called FDL) has studied since 1984. We try to research an estimation method of aerodynamic characteristics of airplanes by only using their flight test without using wind tunnel testing. We make an stress on the comprehension of the physics of the phenomena. In latest our research activities, we apply to the research and development of an autonomous flight system of UAVs.