• DocumentCode
    31667
  • Title

    Group-Theoretic Structure of Linear Phase Multirate Filter Banks

  • Author

    Brislawn, Christopher M.

  • Author_Institution
    Los Alamos Nat. Lab., Los Alamos, NM, USA
  • Volume
    59
  • Issue
    9
  • fYear
    2013
  • fDate
    Sept. 2013
  • Firstpage
    5842
  • Lastpage
    5859
  • Abstract
    Unique lifting factorization results for group lifting structures are used to characterize the group-theoretic structure of two-channel linear phase FIR perfect reconstruction filter bank groups. For D-invariant, order-increasing group lifting structures, it is shown that the associated lifting cascade group C is isomorphic to the free product of the upper and lower triangular lifting matrix groups. Under the same hypotheses, the associated scaled lifting group S is the semidirect product of C by the diagonal gain scaling matrix group D. These results apply to the group lifting structures for the two principal classes of linear phase perfect reconstruction filter banks, the whole- and half-sample symmetric classes. Since the unimodular whole-sample symmetric class forms a group, W, that is in fact equal to its own scaled lifting group, W=SW, the results of this paper characterize the group-theoretic structure of W up to isomorphism. Although the half-sample symmetric class ħ does not form a group, it can be partitioned into cosets of its lifting cascade group, Cħ, or, alternatively, into cosets of its scaled lifting group, Sħ. Homomorphic comparisons reveal that scaled lifting groups covered by the results in this paper have a structure analogous to a “noncommutative vector space”.
  • Keywords
    FIR filters; channel bank filters; group theory; matrix algebra; vectors; D-invariant; associated lifting cascade group; associated scaled lifting group; diagonal gain scaling matrix group; free product; group-theoretic structure; half-sample symmetric class; homomorphic comparisons; lifting factorization; linear phase multirate filter banks; linear phase perfect reconstruction filter banks; lower triangular lifting matrix groups; noncommutative vector space; order-increasing group lifting structures; principal classes; scaled lifting groups; semidirect product; two-channel linear phase FIR perfect reconstruction filter bank groups; unimodular whole-sample symmetric class; upper triangular lifting matrix groups; Encoding; Scalability; Standards; Transform coding; Transforms; Video coding; Wideband; Filter bank; JPEG 2000; free product; group; group lifting structure; lifting; linear phase filter; polyphase matrix; semidirect product; unique factorization; wavelet;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.2013.2259292
  • Filename
    6506993