• DocumentCode
    1600641
  • Title

    Poster abstract: Distributed sparse approximation for frog sound classification

  • Author

    Bo Wei ; Mingrui Yang ; Rana, Rajib Kumar ; Chun Tung Chou ; Wen Hu

  • Author_Institution
    Sch. of Comput. Sci. & Eng., Univ. of New South Wales, Sydney, NSW, Australia
  • fYear
    2012
  • Firstpage
    105
  • Lastpage
    106
  • Abstract
    Sparse approximation has now become a buzzword for classification in numerous research domains. We propose a distributed sparse approximation method based on ℓ1 minimization for frog sound classification, which is tailored to the resource constrained wireless sensor networks. Our pilot study demonstrates that ℓ1 minimization can run on wireless sensor nodes producing satisfactory classification accuracy.
  • Keywords
    bioacoustics; biology computing; minimisation; signal classification; wireless sensor networks; ℓ1 minimization; distributed sparse approximation method; frog sound classification; satisfactory classification accuracy; wireless sensor networks; wireless sensor nodes; Accuracy; Approximation methods; Minimization; Signal to noise ratio; Training; Wireless communication; Wireless sensor networks; ℓ1minimization; sparse approximation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Processing in Sensor Networks (IPSN), 2012 ACM/IEEE 11th International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/IPSN.2012.6920976
  • Filename
    6920976
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1600641