Clifford-Valued Wave-Packet Transform with Applications to Benchmark Signals

被引:5
|
作者
Shah, Firdous A. [1 ]
Teali, Aajaz A. [1 ]
机构
[1] Univ Kashmir, Dept Math, South Campus, Anantnag 192101, Jammu & Kashmir, India
关键词
Clifford-valued wave-packet transform; Clifford-valued wavelet; Clifford-valued Fourier transform; Uncertainty principle; Benchmark signal; FOURIER-TRANSFORM; UNCERTAINTY;
D O I
10.1007/s40840-022-01327-8
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In pursuit of efficient time-frequency representation of Clifford-valued signals, we propose a novel integral transform coined as the Clifford-valued wave-packet transform. In the first instance, all the fundamental properties of the Clifford-valued wave-packet transform including the inner product relation, inversion formula and range theorem are studied. This is followed by the formulation of several uncertainty inequalities, such as the Heisenberg-Pauli-Weyl inequality, Pitt's inequality and logarithmic inequality for the proposed transform. We culminate our study by demonstrating the performance and efficiency of the Clifford-valued wave-packet transform for detection and orientation of pointwise singularities in the context of three-dimensional signal analysis.
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页码:2373 / 2403
页数:31
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