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Advances in a previously proposed algorithm for trajectory optimization of autonomous aerial vehicles performing multiple target tracking are presented. The algorithm involves a variant of the moving horizon control approach, built on a partially observed Markov decision process (POMDP) model of the sensor-target system. To evaluate the effectiveness of the advances a simulation involving multiple UAVs and targets is performed. © 2009 IEEE.

Original publication

DOI

10.1109/ISSNIP.2009.5416774

Type

Conference paper

Publication Date

01/12/2009

Pages

37 - 42