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    Bernoulli filter for track-before-detect using MIMO radar

    Access Status
    Fulltext not available
    Authors
    Papi, Francesco
    Kyovtorov, V.
    Giuliani, R.
    Oliveri, F.
    Tarchi, D.
    Date
    2014
    Type
    Journal Article
    
    Metadata
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    Citation
    Papi, F. and Kyovtorov, V. and Giuliani, R. and Oliveri, F. and Tarchi, D. 2014. Bernoulli filter for track-before-detect using MIMO radar. IEEE Signal Processing Letters. 21 (9): pp. 1145-1149.
    Source Title
    IEEE Signal Processing Letters
    DOI
    10.1109/LSP.2014.2325566
    ISSN
    1070-9908
    School
    Department of Electrical and Computer Engineering
    URI
    http://hdl.handle.net/20.500.11937/21790
    Collection
    • Curtin Research Publications
    Abstract

    In this letter, we apply a Bernoulli Filter for moving target detection and tracking using real Multiple Input Multiple Output radar data in a challenging environment. The interest in MIMO radars has been growing since they can provide high performance at lower cost than conventional antenna arrays. The Bernoulli Filter performs tracking using the Track-Before-Detect approach, which is required to achieve satisfactory tracking performance in low signal-to-noise scenarios. The algorithm is validated with real MIMO data of a walking person.

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