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.
Automatic vehicle classification in forward scattering radar
Automatische Fahrzeugerkennung mit Hilfe eines Frontradars
2004
5 Seiten, 6 Bilder, 1 Tabelle, 7 Quellen
Conference paper
English
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