Linear Canonical Wavelet Transform in Quaternion Domains

The well-known quaternion algebra is a four-dimensional natural extension of the field of complex numbers and plays a significant role in various aspects of signal processing, particularly for representing signals wherein several instincts are to be controlled simultaneously. For efficient analysis...

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Veröffentlicht in:Advances in applied Clifford algebras 2021-07, Vol.31 (3), Article 42
Hauptverfasser: Shah, Firdous A., Teali, Aajaz A., Tantary, Azhar Y.
Format: Artikel
Sprache:eng
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Zusammenfassung:The well-known quaternion algebra is a four-dimensional natural extension of the field of complex numbers and plays a significant role in various aspects of signal processing, particularly for representing signals wherein several instincts are to be controlled simultaneously. For efficient analysis of such quaternionic signals, we introduce the notion of linear canonical wavelet transform in quaternion domain by invoking the elegant convolution structure associated with the quaternion linear canonical transform. The preliminary analysis encompasses the study of fundamental properties of the proposed linear canonical wavelet transform in quaternion domain including the Rayleigh’s theorem, inversion formula and a characterization of the range. Subsequently, we formulate three uncertainty principles; viz, Heisenberg-type, logarithmic and local uncertainty inequalities associated with the linear canonical wavelet transform in quaternion domain.
ISSN:0188-7009
1661-4909
DOI:10.1007/s00006-021-01142-7