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Almost tight rational coefficients biorthogonal wavelet filters
Wavelet filters with rational coefficients can be implemented efficiently in digital hardware using simple register shifts and adders. In this letter, a technique to construct biorthogonal filters with rational coefficients is presented. The filters have linear phase and also have very similar characteristics to orthogonal filters, while the latter cannot have linear phase. The frame bound ratio of the filters is very close to unity, i.e., almost tight. The filters are constructed via the lifting scheme with four lifting steps. The perfect reconstruction and the no-dc-leakage properties are preserved with these rational coefficients filters.
History
Journal
IEEE Signal Processing LettersVolume
25Issue
6Pagination
748 - 752Publisher
IEEELocation
Piscataway, N.J.Publisher DOI
ISSN
1070-9908Language
engPublication classification
C Journal article; C1 Refereed article in a scholarly journalCopyright notice
2018, IEEEUsage metrics
Categories
Keywords
Science & TechnologyTechnologyEngineering, Electrical & ElectronicEngineeringFilter banksrational coefficientstight framewaveletsHALFBAND FILTERSHIGH-PERFORMANCELOW-COMPLEXITYFIR FILTERSDC-LEAKAGEDESIGNBANKSMULTIPLIERLESSIMPLEMENTATIONTRANSFORMATIONSInformation SystemsArtificial Intelligence and Image Processing
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