A case study on the design of a cluttermap based plot clasification mechanism

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Abstract

    Many fielded state-of-the-art radars suffer occasionally from excessive false alram rates. Various mechanisms have been devised in order to improve the signal-to-clutter ratio in general, control of false alarms remains to be an issue of concern for the designers. This paper discusses a post-detectuin mechanism that splits the total offer of plots infro four classes, such that each of these mechanism has been developed for maritime sea-surveillance radar having a logarithmic receiver and a sliding window video extractor. It is basically a plot map performing a two-dimensional feature based classification. The features exploited are the signal-to-noise ration and the target extent. The parameters in the algorithm are tunded based on a learning set from the radar operating in real life and tested using the same parameter values on a test set, also recorded during real life operation. The results suggest that a mechanism like proposed can be effective in controlling the false alarm rate', hoever sometimes at the expense of loosing some detections of real targets.
    Original languageUndefined/Unknown
    Title of host publicationIRS 2006: Proceedings International Radar Symposium
    Editors Krzysztof Kulpa, Michal Piotrkowski
    Place of PublicationWarsaw
    PublisherInstitute of Electronic Systems, Warsaw Univ of Technology
    Pages129-132
    Number of pages4
    ISBN (Print)8372076219
    Publication statusPublished - 2006
    EventIRS 2006: Proceedings International Radar Symposium - Warsaw
    Duration: 24 May 200626 May 2006

    Publication series

    Name
    PublisherInstitute of Electronic Systems, Warsaw Univ of Technology

    Conference

    ConferenceIRS 2006: Proceedings International Radar Symposium
    CityWarsaw
    Period24/05/0626/05/06

    Keywords

    • conference contrib. refereed
    • Conf.proc. > 3 pag

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