Fourier Transform Understanding- Mathquery
Definition Of Fourier Transform : The Fourier Transform of a function f denoted as f̂ is defined by ∞ f̂ (ξ) = 1/√(2π ) ∫ f(x) e ^ -iξx dx .....(1) -∞ whenever the integral on the right exists . It is obvious that the integral on the right of (1) exists if ∞ ∫ |f(x)| dx exists . -∞ If the fourier transform f̂ of a function f is known the function f can be obtained by the following formula , known as the inversion formula : ∞ f(x) = 1/√(2π ) ∫ f̂(ξ) e^iξx dξ ..............(2) -∞ Sometimes it is convenient to use the operator notation F and F⁻¹ for the Fourier transform and its inverse i.e. F(f) = f̂ and F⁻¹(f̂) = f . The following important properties of the Fourier transform can be easily verified