A comparison of "clutter-agnostic" PHD filters

This paper describes a general approach for deriving PHD/CPHD filters that must estimate the background clutter process, rather than being provided with it a priori. I first derive general time- and measurementupdate equations for clutter-agnostic PHD filters. I then consider two different Markov mo...

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Bibliographic Details
Main Author: Mahler, Ronald
Format: Conference Paper
Published: 2012
Online Access:http://hdl.handle.net/20.500.11937/55969