 Some of the more powerful and elegant approaches are based on mathematical ideas and tools that were not available at the time Fourier completed his original work.Fourier originally defined the Fourier series for real-valued functions of real arguments, and using the sine and cosine functions as the basis set for the decomposition.Many other Fourier-related transforms have since been defined, extending the initial idea to other applications.