This study of the literature reveals that the concept such as the velocity of a light wave is invariance in all inertial frames is wrong. A velocity of any motion always depends upon its reference frame. There is no special condition present in nature where the velocity is invariance in all inertial frames. Galileo Galilei defined speed is the distance covered per unit of time. Sir Isaac Newton defined velocity is the speed with direction. In the same period, physicists introduced the concept such as wavelength and frequency for measuring the speed a wave. The wave motion in which cycles are repeating after the same interval of time with the same distance between them. In 1887, Albert A. Michelson and Edward W. Morley performed an experiment to detect ether medium. But they failed to prove the existence of the ether medium and published Null Result. This Null Result has led to the creation of various new hypothetical theories. This study tries to reveal the relation between mathematics and physics and also comprehensive literature of light is a particle-wave duality in nature.