• DocumentCode
    790818
  • Title

    Jammer suppression in DS-CDMA arrays using independent component analysis

  • Author

    Raju, K. ; Ristaniemi, T. ; Karhunen, J. ; Oja, E.

  • Author_Institution
    Neural Networks Res. Centre, Helsinki Univ. of Technol., Espoo, Finland
  • Volume
    5
  • Issue
    1
  • fYear
    2006
  • Firstpage
    77
  • Lastpage
    82
  • Abstract
    We propose using Independent Component Analysis (ICA) as an advanced pre-processing tool for blind suppression of interfering jammer signals in direct sequence spread spectrum communication systems utilizing antenna arrays. The role of ICA is to provide a jammer-mitigated signal to the conventional detection. If the jammer signal is weak or absent, preprocessing by ICA is not advisable. Therefore we also consider two possible switching schemes, called pre-switching and post-switching, which activate the ICA-based jammer canceller only when it is expected to improve conventional detection. ICA-RAKE pre-switching is less complex, while post-switching performs better, especially when the jammer is pulsed in nature. Simulations are given to illustrate the achieved performance gains for single- and multi-path channels.
  • Keywords
    antenna arrays; code division multiple access; independent component analysis; interference suppression; jamming; multipath channels; spread spectrum communication; DS-CDMA arrays; RAKE preswitching; antenna arrays; blind suppression; direct sequence spread spectrum communication systems; independent component analysis; jammer signal suppression; multipath channels; switching schemes; Blind source separation; Independent component analysis; Interference; Jamming; Multiaccess communication; Performance gain; RAKE receivers; Sensor arrays; Source separation; Spread spectrum communication;
  • fLanguage
    English
  • Journal_Title
    Wireless Communications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1536-1276
  • Type

    jour

  • DOI
    10.1109/TWC.2006.1576531
  • Filename
    1576531