This paper presents the forward scattering radar approach for automatic road vehicle classification. It describes the overall classification system. In the first part, the forward scattering radar approach is shortly summarized and the collection of experimental data is described. Then, the classification system is described in detail. This includes the extraction of features from the radar measurements, and the use of principal component analysis and the nearest neighbour classifier. The performance of the system is then experimentally evaluated, and the limitations and future work are discussed.


    Access

    Access via TIB

    Check availability in my library


    Export, share and cite



    Title :

    Automatic vehicle classification in forward scattering radar


    Additional title:

    Automatische Fahrzeugerkennung mit Hilfe eines Frontradars


    Contributors:


    Publication date :

    2004


    Size :

    5 Seiten, 6 Bilder, 1 Tabelle, 7 Quellen


    Type of media :

    Conference paper


    Type of material :

    Print


    Language :

    English




    Automatic Radar Obstacle Classification Using LSTM

    Nair, Rahul / Shah, Vraj | SAE Technical Papers | 2022


    Automatic target classification for naval radar

    Moruzzi, Michel / Saulais, Pierre / Tan Hock Tat et al. | Tema Archive | 2004


    Automatic Vehicle Classification

    KIM JIN YOUNG | European Patent Office | 2021

    Free access

    Forward millimeter wave radar support, installation method and vehicle

    LIU KAN / HUANG SHAOTANG / WANG AICHUN et al. | European Patent Office | 2023

    Free access

    Vehicle-mounted forward laser radar control system and method

    ZHENG XIANGBIN / CHEN XIU / ZHANG PENG et al. | European Patent Office | 2023

    Free access