Journal article

Integrated track splitting filter - Efficient multi-scan single target tracking in clutter

Darko Musicki, Barbara F La Scala, Robin J Evans

IEEE Transactions on Aerospace and Electronic Systems | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | Published : 2007

Abstract

A fully automatic tracking algorithm must be able to deal with an unknown number of targets, unknown target initiation and termination times, false measurements and possibly time-varying target trajectory behaviour. An efficient algorithm for tracking in this environment is presented here. This approach makes use of estimates of the probability of target existence, which is an integral part of the algorithm. This allows for the efficient generation and management of possible target hypotheses, yielding an algorithm with performance that matches what can be obtained by multiple hypothesis tracking-based approaches, but at a significantly lower computational cost. This paper considers only the..

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