publication . Article . 2012

Pedestrian recognition using automotive radar sensors

A. Bartsch; F. Fitzek; R. H. Rasshofer;
Open Access German
  • Published: 01 Sep 2012 Journal: Advances in Radio Science (issn: 1684-9965, eissn: 1684-9973, Copyright policy)
  • Publisher: Copernicus Publications
Abstract
<jats:p>&lt;p&gt;&lt;strong&gt;Abstract.&lt;/strong&gt; The application of modern series production automotive radar sensors to pedestrian recognition is an important topic in research on future driver assistance systems. The aim of this paper is to understand the potential and limits of such sensors in pedestrian recognition. This knowledge could be used to develop next generation radar sensors with improved pedestrian recognition capabilities. A new raw radar data signal processing algorithm is proposed that allows deep insights into the object classification process. The impact of raw radar data properties can be directly observed in every layer of the classi...
Subjects
ACM Computing Classification System: ComputerApplications_COMPUTERSINOTHERSYSTEMSComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
free text keywords: Engineering (General). Civil engineering (General), TA1-2040, Pedestrian, Advanced driver assistance systems, Side lobe, Engineering, business.industry, business, Radar, law.invention, law, Doppler effect, symbols.namesake, symbols, Radar tracker, Computer vision, Artificial intelligence, Radar engineering details, Man-portable radar
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publication . Article . 2012

Pedestrian recognition using automotive radar sensors

A. Bartsch; F. Fitzek; R. H. Rasshofer;