• DocumentCode
    1759197
  • Title

    A General Framework for Mixed-Domain Echo Cancellation in Discrete Multitone Systems

  • Author

    Ehtiati, N. ; Champagne, Benoit

  • Author_Institution
    Dept. of Electr. & Comput. Eng., McGill Univ., Montreal, QC, Canada
  • Volume
    61
  • Issue
    2
  • fYear
    2013
  • fDate
    41306
  • Firstpage
    769
  • Lastpage
    780
  • Abstract
    In full-duplex communication systems with discrete multi-tone (DMT) modulation, echo cancellers are employed to cancel echo by means of adaptive filters. Generally, the structure present in the DMT signals is used to decrease the computational complexity of these cancellers by splitting the operations between the time and frequency domains. In this work, we introduce a general framework for designing echo cancellers for such systems in an arbitrary mixed domain. This is achieved by introducing a generic decomposition of the Toeplitz data matrix at the transmitter in terms of arbitrary unitary matrices. Then, based on this decomposition, a new mixed-domain echo cancellation structure is derived, which performs an exact instantaneous gradient-type adaptation. This mixed-domain configuration is also extended for realizing constrained adaptation whereby linear constraints are used to ensure the proper mapping of the weight vectors in different domains. The proposed structures offer a unified framework to study existing cancellers and to design new ones with better performance measures. This framework is employed to propose a new canceller based on discrete trigonometric transformations. The analytical and numerical results presented show that this canceller has a faster convergence rate than the existing ones with similar complexity and is more robust.
  • Keywords
    Toeplitz matrices; adaptive filters; computational complexity; digital subscriber lines; echo suppression; modulation; vectors; DMT modulation; DMT signals; Toeplitz data matrix; adaptive filters; computational complexity; discrete multi-tone modulation; discrete multitone systems; discrete trigonometric transformations; full-duplex communication systems; instantaneous gradient-type adaptation; linear constraints; mixed-domain configuration; mixed-domain echo cancellation; weight vectors; Convergence; Echo cancellers; Frequency domain analysis; Matrix decomposition; Symmetric matrices; Transforms; Vectors; DSL systems; Echo cancellation; discrete multitone modulation; transform domain adaptive filters;
  • fLanguage
    English
  • Journal_Title
    Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0090-6778
  • Type

    jour

  • DOI
    10.1109/TCOMM.2012.120512.110258
  • Filename
    6384620