Curtin University Homepage
  • Library
  • Help
    • Admin

    espace - Curtin’s institutional repository

    JavaScript is disabled for your browser. Some features of this site may not work without it.
    View Item 
    • espace Home
    • espace
    • Curtin Research Publications
    • View Item
    • espace Home
    • espace
    • Curtin Research Publications
    • View Item

    A Partially Uniform Target Birth Model for Gaussian Mixture PHD/CPHD Filtering

    Access Status
    Fulltext not available
    Authors
    Beard, Michael
    Vo, Ba
    Vo, Ba-Ngu
    Arulampalam, S.
    Date
    2013
    Type
    Journal Article
    
    Metadata
    Show full item record
    Citation
    Beard, M. and Vo, B.T. and Vo, B.-N. and Arulampalam, S. 2013. A Partially Uniform Target Birth Model for Gaussian Mixture PHD/CPHD Filtering. IEEE Transactions on Aerospace and Electronic Systems. 49 (4): pp. 2835-2844.
    Source Title
    IEEE Transactions on Aerospace and Electronic Systems
    DOI
    10.1109/TAES.2013.6621859
    ISSN
    00189251
    URI
    http://hdl.handle.net/20.500.11937/36357
    Collection
    • Curtin Research Publications
    Abstract

    The conventional GMPHD/CPHD filters require the PHD for target births to be a Gaussian mixture (GM), which is potentially inefficient because careful selection of the mixture parameters may be required to ensure good performance. Here we present approximations which allow part of the birth PHD to be uniformly distributed, obviating the need to use a large GM to model target births. The benefits of this approach are demonstrated by simulations on a bearings-only filtering scenario.

    Related items

    Showing items related by title, author, creator and subject.

    • Re-evaluation of link between interpregnancy interval and adverse birth outcomes: retrospective cohort study matching two intervals per mother
      Ball, S.; Pereira, Gavin; Jacoby, P.; de Klerk, N.; Stanley, F. (2014)
      Objective - To re-evaluate the causal effect of interpregnancy interval on adverse birth outcomes, on the basis that previous studies relying on between mother comparisons may have inadequately adjusted for confounding ...
    • Re-evaluation of gestational age as a predictor for subsequent preterm birth
      Pereira, Elizabeth; Tessema, Gizachew ; Gissler, M.; Regan, Annette ; Pereira, Gavin (2021)
      Background To evaluate gestational age as a predictor of subsequent preterm birth. Materials and methods This was a retrospective birth cohort study to evaluate gestational age as a predictor of subsequent preterm birth. ...
    • The relationship of maternal micronutrient intakes of Vitamin B12, vitamin B6, folate and calcium on intrauterine growth retardation and birth weight : a prospective cohort study of urban South Indian pregnant women
      Dwarkanath, Pratibha (2011)
      The period of intrauterine growth and development is one of the most vulnerable periods in the human life cycle. The weight of the infant at birth is a powerful predictor of infant growth and survival, and is ...
    Advanced search

    Browse

    Communities & CollectionsIssue DateAuthorTitleSubjectDocument TypeThis CollectionIssue DateAuthorTitleSubjectDocument Type

    My Account

    Admin

    Statistics

    Most Popular ItemsStatistics by CountryMost Popular Authors

    Follow Curtin

    • 
    • 
    • 
    • 
    • 

    CRICOS Provider Code: 00301JABN: 99 143 842 569TEQSA: PRV12158

    Copyright | Disclaimer | Privacy statement | Accessibility

    Curtin would like to pay respect to the Aboriginal and Torres Strait Islander members of our community by acknowledging the traditional owners of the land on which the Perth campus is located, the Whadjuk people of the Nyungar Nation; and on our Kalgoorlie campus, the Wongutha people of the North-Eastern Goldfields.