Advances in Flexible Association – ID-Aided Tracking

PDF

Authors
  1. Peters, D.J.
Corporate Authors
Defence R&D Canada - Atlantic, Dartmouth NS (CAN)
Abstract
The term “Flexible Association / ID-Aided Tracking” (FA/IDAT) refers to a novel approach to data fusion in which kinematic and non-kinematic data are maintained in separate data structures. In comparison with traditional data fusion systems, FA/IDAT is less vulnerable to errors in data association, because of its ability to represent situations that are not easily represented in a traditional data fusion system. In particular, FA/IDAT allows the existence of a known entity to be asserted without committing that identity to a particular associated kinematic track. The representation of such a situation is more natural in FA/IDAT than in Multi-Hypothesis Tracking (MHT). Thus, FA/IDAT has the potential to achieve the benefits of MHT with far less computational load. In the form in which it was first introduced, the FA/IDAT algorithm lacked the capability to deal with false alarms and missed detections. Such a capability has now been added. This document presents the current state of development of the FA/IDAT algorithm, points out several areas where further development is required, and discusses the relationship between FA/IDAT and MHT.

Il y a un résumé en français ici.

Report Number
DRDC-ATLANTIC-TM-2009-296 — Technical Memorandum
Date of publication
01 Dec 2009
Number of Pages
30
DSTKIM No
CA034263
CANDIS No
533672
Format(s):
Electronic Document(PDF)

Permanent link

Document 1 of 1

Date modified: