Scipediacontent: Scipediacontent moved page Draft Content 551046968 to Lewis 2016a

2021-02-03T20:05:19Z

Scipediacontent moved page Draft Content 551046968 to Lewis 2016a

Scipediacontent: Created page with " == Abstract == With a proliferation of new and unconventional vehicles and operations expected in the future, the ab initio airspace design will require new approaches to tr..."

2021-02-03T20:05:16Z

Created page with " == Abstract == With a proliferation of new and unconventional vehicles and operations expected in the future, the ab initio airspace design will require new approaches to tr..."

New page

== Abstract ==

With a proliferation of new and unconventional vehicles and operations expected in the future, the ab initio airspace design will require new approaches to trajectory prediction for separation assurance and other air traffic management functions. This paper presents an approach to probabilistic modeling of the trajectory of an aircraft when its intent is unknown. The approach uses a set of feature functions to constrain a maximum entropy probability distribution based on a set of observed aircraft trajectories. This model can be used to sample new aircraft trajectories to form an ensemble reflecting the variability in an aircraft's intent. The model learning process ensures that the variability in this ensemble reflects the behavior observed in the original data set. Computational examples are presented.

== Original document ==

The different versions of the original document can be found in:

* [http://pdfs.semanticscholar.org/f865/9102877e843d546e9721cc931d614ffc66f7.pdf http://pdfs.semanticscholar.org/f865/9102877e843d546e9721cc931d614ffc66f7.pdf]

* [http://arc.aiaa.org/doi/pdf/10.2514/6.2016-4376 http://arc.aiaa.org/doi/pdf/10.2514/6.2016-4376],
: [http://dx.doi.org/10.2514/6.2016-4376 http://dx.doi.org/10.2514/6.2016-4376]

* [https://arc.aiaa.org/doi/10.2514/6.2016-4376 https://arc.aiaa.org/doi/10.2514/6.2016-4376],
: [https://repository.exst.jaxa.jp/dspace/handle/a-is/573802 https://repository.exst.jaxa.jp/dspace/handle/a-is/573802],
: [https://ntrs.nasa.gov/search.jsp?R=20160010103 https://ntrs.nasa.gov/search.jsp?R=20160010103],
: [https://academic.microsoft.com/#/detail/2416162781 https://academic.microsoft.com/#/detail/2416162781]

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Lewis 2016a - Revision history

Scipediacontent: Scipediacontent moved page Draft Content 551046968 to Lewis 2016a

Scipediacontent: Created page with " == Abstract == With a proliferation of new and unconventional vehicles and operations expected in the future, the ab initio airspace design will require new approaches to tr..."