Order Statistics Based Multidimensional Clustering Scheme for FMCW Radar Targets
Conference: GeMiC 2014 - German Microwave Conference
03/10/2014 - 03/12/2014 at Aachen, Germany
Proceedings: ITG-Fb. 246: GeMiC 2014
Pages: 4Language: englishTyp: PDFPersonal VDE Members are entitled to a 10% discount on this title
Wagner, Thomas; Feger, Reinhard; Stelzer, Andreas (Christian Doppler Laboratory for Integrated Radar Sensors, Institute for Communications Engineering and RF-Systems, Johannes Kepler University Linz, 4040 Linz, Austria)
Target detection using an frequency-modulated continuous-wave radar system often leads to an unsorted list of n-tuples for found frequencies, magnitudes and —sometimes — phases of sinusoidal components within the input signal. The task covered in this paper is to sort and analyze these unintuitive lists of n-tuples and obtain the parameters of the underlying physical targets. This is achieved by exploiting properties of the distribution of the n-tuples and their order statistics. We show that the assessment of range, velocity and direction of arrival in radar systems can be handled by our clustering algorithm.