Divergence detectors for multitarget tracking algorithms

Single-target tracking filters will typically diverge when their internal measurement or motion models deviate too much from the actual models. Niu, Varshney, Alford, Bubalo, Jones, and Scalzo have proposed a metric- the normalized innovation squared (NIS)-that recursively estimates the degree of no...

Full description

Bibliographic Details
Main Author: Mahler, Ronald
Format: Conference Paper
Published: 2013
Online Access:http://hdl.handle.net/20.500.11937/55142