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An Introduction to Vessel Tracking in HFSWRs Based on a High-Resolution Range-Doppler Map: Some Preliminary Results and Challenges

Dragan Golubović, Nenad Vukmirović, Miljko Erić

202412 citationsDOI

Abstract

High-resolution primary signal processing in High Frequency Surface Wave Radars contributes to an overall performance increase of such systems. The essential, but most complex part of the processing is a range-Doppler map estimation, which can also be used in tracking of vessels, practically at the same time as the detection process lasts. In this paper, we propose a method which is different from the classical ways of tracking and it is based on a range-Doppler map. We tested the hypothesis that the detections of a vessel in successive timestamps are grouped (chained), but also that there is an overlapping of the contours of the criterion functions of successive detections in the range-Doppler map, which is the basis for the formulation of a criterion for the consistency of detections and a step towards an innovative vessel tracking. It was shown that this hypothesis is correct, which represents a very important conclusion related to some future applications. The paper contains the detailed method description and some preliminary results based on experimentally obtained data.

Topics & Concepts

Computer scienceDoppler effectRange (aeronautics)Tracking (education)Computer visionEngineeringPhysicsAerospace engineeringPsychologyAstronomyPedagogyFault Detection and Control SystemsMagnetic confinement fusion researchTarget Tracking and Data Fusion in Sensor Networks
An Introduction to Vessel Tracking in HFSWRs Based on a High-Resolution Range-Doppler Map: Some Preliminary Results and Challenges | Litcius