DPSS Radar Research Topics 2 December 2010 Leon Staphorst Principle Researcher Radar and Electronic Warfare Defence, Peace, Safety and Security Presentation outline Slide 2 of 41 Team and current research topics Overview of potential research topics Questions and discussion © CSIR 2009 www.csir.co.za Presentation outline Slide 3 of 41 Team and current research topics Overview of potential research topics Questions and discussion © CSIR 2009 www.csir.co.za Team and current research topics (1) • Radar at DPSS consists of two research groups: o Radar Experimental Design o Radar Research and Applications • What do we do: o Radar Innovation: Develop radar concepts Develop radar algorithms and techniques Partner with industry Aligned to R&D thrusts o Radar Knowledgeable Services: Gripen Radar Acquisition Support Gripen Radar Performance Modelling for Tactics Development Frigate Radar ECCM Evaluation Navy Patrol Vessel Radar Acquisition Support Slide 4 of 41 Team and current research topics (2) o Utilise advanced radar facilities: Experiment with real world data Real time demonstration of developed techniques Develop advanced radar concept demonstrators New systems New modes for existing facilities o Persistent Ubiquitous Surveillance R&D thrust: Wide area surveillance with rich information Detect small, difficult to see targets Classify targets Fusion with other sensors (Electro-optics, Signal Intelligence) Extract intent of targets Slide 5 of 41 Presentation outline Slide 6 of 41 Team and current research topics Overview of potential research topics Questions and discussion © CSIR 2009 www.csir.co.za Overview of potential research topics (1) • Topic 1: Classification of airborne/maritime targets using High Range Resolution (HRR) profiles, High Doppler Resolution (HDR) profiles and/or inverse Synthetic Aperture Radar (ISAR) images: Development of a target feature database and a set of robust algorithms that use HRR profiles, HDR profiles and ISAR images to extract key features for classification purposes • Topic 2: Synthetic Aperture Radar (SAR) imagery classification: Automatically classifying objects of interest, such as roads, fences and vegetation Slide 7 of 41 Overview of potential research topics (2) • Topic 3: Radar Cross Section (RCS) modelling of targets and using different scattering mechanisms to aid with classification: Understanding the different types of scattering mechanisms from complex targets and investigating how this information can be used to aid with classification • Topic 4: Characterization of Doppler returns for ground-based radar: Modelling and/or characterization of Doppler returns from animals and vegetation in order to distinguish various characteristics of targets based on long dwell-time Doppler measurements Slide 8 of 41 Overview of potential research topics (3) • Topic 5: An investigation of the appearance of different Electromagnetic (EM) scattering mechanisms in radar imaging techniques such as SAR and ISAR: Investigate the appearance of more realistic EM scattering as observed through SAR and/or ISAR processing in order to qualify the artefacts produced, as well as identifying methods to improve the integration gain for non-point-target-like scattering. • Topic 6: Analysis of the correlations between ship motion (dynamics) and sea conditions as a function of ship size and shape Investigate whether motion data measured by a radar can be coupled to physical parameters of a ship Slide 9 of 41 Overview of potential research topics (4) • Topic 7: Multiple scatterer tracking and parameter estimation in HRR profile data: Tackling the problem of tracking individual scatterers and possibly matching them to scatterer models, which is the next step in solving the single aperture 3D ISAR problem • Topic 8: Optimisation of automated decision making for radar waveform and antenna control of mechanically scanned radars: Study into techniques for jointly controlling a mechanically scanned radar’s beam and waveform with the aim of optimising detection, tracking and classification performance jointly • Topic 9: Model matching of moving objects to their u-Doppler spectrum : Develop a model based approach to target classification with the idea of also being able to reconstruct object behaviour Slide 10 of 41 Overview of potential research topics (5) • Topic 10: The use of radar to detect rock falls in mines: Can a radar help with the problem of early detection of cracks in a mine roof structure ? • Topic 11: Design of an urban (possibly low frequency) ground-based SAR for imaging and mapping informal rural areas: Develop a cheap way of mapping rural areas • Topic 12: Comparison of traditional phased array and MIMO radars: Investigate performance trade-offs between classic phased array radars and MIMO radars Slide 11 of 41 Overview of potential research topics (6) • Topic 13: Comparison of Classification Fusion techniques (textual based fusion): Investigate Dempster-Schaefer vs. Bayesian approaches • Topic 14: Improving Track Fusion: Improvement through the use of classification information Slide 12 of 41 Presentation outline Slide 13 of 41 Team and current research topics Overview of potential research topics Questions and discussion © CSIR 2009 www.csir.co.za Questions and discussions Any questions or comments can be sent to: Leon Staphorst Email: lstaphorst@csir.co.za Tel: +27 12 841 3236 Cell: +27 82 857 1135 Slide 14 of 41