The spaces \({}^{\alpha ,\beta }\mathcal{A}\mathcal{W}^{a_1,a_2}_{M_{1},M_{2}}, {}^{\alpha ,\beta }\mathcal{B}\mathcal{W}^{a_1,a_2}_{M_{1},M_{2}}, {}^{\alpha ,\beta }\mathcal{C}\mathcal{W}^{a_1,a_2}_{M_{1},M_{2}},\) and their variants are introduced and examined as generalizations of the Gelfand-Shilov spaces of type W. This present study focuses on the characterization of appropriately constructed W-type spaces and explores boundedness properties of the pseudo-differential operators by means of the theory of the coupled fractional Fourier transform. Finally, we acquired the CFrFT of the two-dimensional Morlet wavelet and generated its graphs for various parameter values.