• DocumentCode
    1196207
  • Title

    A variable threshold page procedure for detection of transient signals

  • Author

    Wang, Z. Jane ; Willett, Peter

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of British Columbia, Vancouver, BC, Canada
  • Volume
    53
  • Issue
    11
  • fYear
    2005
  • Firstpage
    4397
  • Lastpage
    4402
  • Abstract
    When employed to detect a transient change between known independent identically distributed populations, Page\´s test is easy to implement and provides reliable performance. However, its application to unknown transient changes is less clear. A Page test can be thought of as a repeated sequential test, and here we propose that each sequential test use a time-varying threshold. The idea is that short signals are detected quickly before post-termination data has a chance to refute them; and that evidence for a long signal is allowed to build, rather than being summarily discarded too early. Simulations results show that the performance of the proposed scheme comes close to tracing the "envelope" of fixed-style Page tests.
  • Keywords
    signal detection; statistical analysis; transient analysis; fixed-style page tests; sequential test; time-varying threshold; transient signal detection; variable threshold page procedure; Aggregates; Delay; Probability density function; Sequential analysis; Signal detection; Switches; Testing; Page test; sequential test; transient detection;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2005.857060
  • Filename
    1519705