Multitarget sensor resolution model for arbitrary target numbers
Konferensbidrag (offentliggjort, men ej förlagsutgivet), 2010

In many surveillance problems the observed objects are so closely spaced that they cannot always be resolved by the sensor(s). Typical examples for partially unresolved measurements are the surveillance of aircraft in formation, and convoy tracking for ground surveillance. Ignoring the limited sensor resolution in a tracking system may lead to degraded tracking performance, in particular unwanted track-losses. In this paper we extend the resolution model by Koch and van Keuk, given for two partially unresolved objects, to the case of arbitrary object numbers. We also derive the effects of the resolution model to the multi-target likelihood function and the possible data associations. Further, it is shown how the model can be integrated into the Joint Probabilistic Data Association Filter (JPDAF).

Target tracking

Extended objects

Closely spaced targets

Group targets

Sensor resolution

Negative information

Författare

Daniel Svensson

Chalmers, Signaler och system, Signalbehandling och medicinsk teknik, Signalbehandling

Martin Ulmke

Lars Danielsson

Chalmers, Signaler och system, Signalbehandling och medicinsk teknik, Signalbehandling

Signal and Data Processing of Small Targets, Proc. of SPIE

Vol. 7698

Ämneskategorier

Signalbehandling

Annan elektroteknik och elektronik

Mer information

Senast uppdaterat

2018-11-05