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Special Affine Stockwell Transform Theory, Uncertainty Principles and Applications

2023/08/03 by Aamir H. Dar, Dar, Aamir Hamid, Mohammad Younus Bhat +1
Decision Sciences · Computer Science · Earth and Planetary Sciences · #Probabilistic and Robust Engineering Design #Image and Signal Denoising Methods #Underwater Acoustics Research

paper · pdf · doi:10.48550/arxiv.2309.07128

Abstract

In this paper, we study the convolution structure in the special affine Fourier transform domain to combine the advantages of the well known special affine Fourier and Stockwell transforms into a novel integral transform coined as special affine Stockwell transform and investigate the associated constant Q property in the joint time frequency domain. The preliminary analysis encompasses the derivation of the fundamental properties, Rayleighs energy theorem, inversion formula and range theorem. Besides, we also derive a direct relationship between the recently introduced special affine scaled Wigner distribution and the proposed SAST. Further, we establish Heisenbergs uncertainty principle, logarithmic uncertainty principle and Nazarovs uncertainty principle associated with the proposed SAST. Towards the culmination of this paper, some potential applications with simulation are presented.

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