The theory of quantum harmonic analysis on phase space introduced by Werner is presented and formulated precisely using the terminology of time-frequency analysis and abstract harmonic analysis. Convolutions of functions with operators and of operators with operators are introduced, along with a corresponding Fourier transform of operators the Fourier-Wigner transform. Using these concepts we formulate and prove a version of Wiener s Tauberian theorem for operators due to Werner. The main novel result of the thesis is a formulation of the so- called localization operators using the convolution of a function with an operator, which gives a conceptual framework for localization operators and an extension of results by Bayer and Gröchenig. T...