Order Statistics Based Multidimensional Clustering Scheme for FMCW Radar Targets

Activity: Talk or presentationContributed talkunknown

Description

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.
Period10 Mar 2014
Event titleMicrowave Conference (GeMIC), 2014 German
Event typeConference
LocationGermanyShow on map

Fields of science

  • 202033 Radar technology
  • 202019 High frequency engineering
  • 202029 Microwave engineering

JKU Focus areas

  • Mechatronics and Information Processing