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Wavelets on the sets of M-positive vectors in the Euclidean space are studied. These sets are multidimensional analogs of the half-line in the Walsh analysis. Following the ideas of the Walsh analysis, the space of M-positive vectors is equipped with a coordinatewise addition. Harmonic analysis on this space is also similar to the Walsh harmonic analysis, and the Fourier transform is such that there exists a class of so-called test functions (with a compact support of the function itself and of its Fourier transform). Tight wavelet frames consisting of the test functions are studied. A complete description of the masks generating such frames is given, and an algorithmic method for constructing them is developed. These frames may be very useful for applications to signal processing because some examples of such systems on the half-line were already investigated in this aspect, and it appeared that they have an advantage over classical wavelet systems when used for processing fractal signals and images.
Original languageEnglish
Article number24
Pages (from-to)913-926
JournalAnalysis and Applications
Volume22
Issue number5
Early online date20 Mar 2024
DOIs
StatePublished - 1 Jul 2024

    Research areas

  • M-positive vectors; Walsh function; test-function; tight wavelet frame; refinable function., tight wavelet frame, M-positive vectors, Walsh function, refinable function, test-function

ID: 119574317