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Model-based trajectory reconstruction with IMM smoothing and segmentation

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URI: https://hdl.handle.net/10016/21224
ISSN: 1566-2535
DOI: 10.1016/j.inffus.2014.06.004
UXXI: AR/0000015787
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model_IF_2015_ps.pdf (2.78 MB)
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2015-03
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Elsevier
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Abstract
This paper presents a new approach for off-line trajectory reconstruction in air traffic control domain. The proposed algorithm, called model-based reconstruction, performs an accurate IMM smoothing process whose parameters are modified along time according to the flight modes segmented from trajectory measurements. Its competitive performance is demonstrated through comparison with previous reconstruction methods used in ATC and with classical IMM smoothing, using simulated data.
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Trajectory reconstruction, IMM data smoothing, ATC evaluation tools, MoF segmentation
Bibliographic citation
Information Fusion (2015). 22, 127-140.
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