Chapter

Trends in Applied Intelligent Systems

Volume 6098 of the series Lecture Notes in Computer Science pp 498-507

Air Traffic Control: A Local Approach to the Trajectory Segmentation Issue

  • José Luis GuerreroAffiliated withGroup of Applied Artificial Intelligence (GIAA). Computer Science Department, Carlos III University of Madrid
  • , Jesús GarcíaAffiliated withGroup of Applied Artificial Intelligence (GIAA). Computer Science Department, Carlos III University of Madrid
  • , José Manuel MolinaAffiliated withGroup of Applied Artificial Intelligence (GIAA). Computer Science Department, Carlos III University of Madrid

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Abstract

This paper presents a new approach for trajectory segmentation in the area of Air Traffic Control, as a basic tool for offline validation with recorded opportunity traffic data. Our approach uses local information to classify each measurement individually, constructing the final segments over these classified samples as the final solution of the process. This local classification is based on a domain transformation using motion models to identify the deviations at a local scale, as an alternative to other global approaches based on combinatorial analysis over the trajectory segmentation domain.

Keywords

Air Traffic Control segmentation movement model model fitting