Model-based trajectory reconstruction with IMM smoothing and segmentation Articles uri icon

publication date

  • March 2015

start page

  • 127

end page

  • 140

volume

  • 22

international standard serial number (ISSN)

  • 1566-2535

electronic international standard serial number (EISSN)

  • 1872-6305

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. (C) 2014 Elsevier B.V. All rights reserved.

keywords

  • trajectory reconstruction; imm data smoothing; atc evaluation tools; mof segmentation; markovian switching systems; target tracking; filter; algorithm