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Document for submission to IEE Proceedings Radar, Sonar and Navigation A Multi Target Particle Filter Track Before Detect
 

Summary: Document for submission to IEE Proceedings Radar, Sonar and Navigation
A Multi Target Particle Filter Track Before Detect
Application
Y. Boers and J.N. Driessen
THALES NEDERLAND
Zuidelijke Havenweg 40
7554 RR Hengelo
The Netherlands
email: {yvo.boers,hans.driessen}@nl.thalesgroup.com
keywords: Track Before Detect, Particle Filters, Nonlinear Filtering, Target Tracking, Radar, Closely Spaced Objects
Abstract
This paper1
, deals with a radar track before detect application in a multi target setting. Track before detect is
a method to track weak objects on the basis of raw radar measurements, e.g. the reflected power of the target plus
noise. In classical target tracking, the tracking process is performed on the basis of pre-processed measurements, that
are constructed from the original measurement data every time step. In this way no integration over time takes place
and information is lost.
1A very preliminary version of this paper has been presented at the Workshop on Multi Object Tracking (WOMOT) during the 2003 IEEE
Conference on Vision and Pattern Recognition (CVPR), see [18].
1

  

Source: Al Hanbali, Ahmad - Department of Applied Mathematics, Universiteit Twente

 

Collections: Engineering