• DocumentCode
    2212256
  • Title

    A geometrically constrained anechoic model for blind separation of temporomandibular Joint sounds

  • Author

    Took, Clive Cheong ; Sanei, Saeid ; Chambers, Jonathon ; Dunne, Stephen

  • Author_Institution
    Centre of Digital Signal Process., Cardiff Univ., Cardiff, UK
  • fYear
    2006
  • fDate
    4-8 Sept. 2006
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Extraction of temporomandibular Joint (TMJ) sound sources is attempted in this paper. A priori knowledge of the geometrically constrained medium (i.e. the head) to extract the temporomandibular joint sound sources from their anechoic mixtures is exploited. This is achieved by estimating the delay of the contra lateral (fromthe opposite side) source within the anechoic mixtures. Subsequently, we consider the mixing medium as a multichannel filter of constrained length whereby the instantaneous mixing hypothesis can be assumed for each lag. Last but not least, we utilize mutual information as a selection criterion to pick the correct independent components. Successful reconstruction of the TMJ sources (free from artefacts present in the estimates of the TMJ sources by other well-known signal processing techniques) was achieved.
  • Keywords
    blind source separation; medical signal processing; signal processing; anechoic mixtures; blind separation; geometrically constrained anechoic model; geometrically constrained medium; multichannel filter; signal processing techniques; temporomandibular joint sounds; Abstracts; Joints;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2006 14th European
  • Conference_Location
    Florence
  • ISSN
    2219-5491
  • Type

    conf

  • Filename
    7071077