• DocumentCode
    2046078
  • Title

    Identification of UWB emissions from printed circuit boards using principal component analysis

  • Author

    Arnaut, L.R. ; Obiekezie, C.S.

  • Author_Institution
    George Green Inst. for Electromagn. Res., Univ. of Nottingham, Nottingham, UK
  • fYear
    2013
  • fDate
    2-6 Sept. 2013
  • Firstpage
    63
  • Lastpage
    66
  • Abstract
    A novel method for efficient statistical characterization of ultra-wide band emissions from complex PCBs is introduced, based on principal component analysis with varimax rotation. The method extracts a reduced set of orthogonal eigen-modes and their associated amplitudes from measured emissions data across a scanned plane. Rotated and unrotated solutions are intercompared and interpreted physically. The method is illustrated for measured out-of-band emissions from a realistic Bluetooth wireless transmitter for health monitoring. It is shown that the modelling complexity of emissions from a realistic PCB can be reduced by more than one order of magnitude through reduction of the number of pertinent variables.
  • Keywords
    Bluetooth; principal component analysis; printed circuit design; radio transmitters; ultra wideband communication; Bluetooth wireless transmitter; UWB emissions identification; amplitudes; complex PCB; emission modelling complexity; emissions data; health monitoring; orthogonal eigen-modes; out-of-band emissions; principal component analysis; printed circuit boards; reduced set; statistical characterization; ultra-wide band emissions; varimax rotation; Complexity theory; Electromagnetic compatibility; Europe; Frequency measurement; Loading; Principal component analysis; Transmission line matrix methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electromagnetic Compatibility (EMC EUROPE), 2013 International Symposium on
  • Conference_Location
    Brugge
  • ISSN
    2325-0356
  • Type

    conf

  • Filename
    6653203