DocumentCode
344693
Title
AI knowledge model for self-organizing conflict prevention/resolution in close free-flight air space
Author
Burdun, Ivan Y. ; Parfentyev, O.M.
Author_Institution
Sch. of Aerosp. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
2
fYear
1999
fDate
1999
Firstpage
409
Abstract
An artificial intelligence (AI) knowledge model is proposed as a basis for automated conflict management in close free-flight air space. A conceptual framework of the model is developed. The problem of air traffic control (ATC) within a group of potentially conflicting vehicles is represented as an autonomous, self-organizing process. This process incorporates the principles of collective behavior observed in nature (bird flocking, fish schooling, insect swarming, etc.) and comprehensive knowledge of the “pilot vehicle-operational environment” system dynamics derived from special computer experiments. Through this process, real-time knowledge-based predictions of near term flight paths are made to prevent and resolve conflicts in a group of vehicles under normal and demanding conditions. The model may be useful for prototyping intelligent technologies for assisted and automatic collision avoidance in close air space
Keywords
air traffic control; aircraft control; artificial intelligence; fuzzy control; knowledge based systems; real-time systems; safety; self-adjusting systems; AI knowledge model; air traffic control; artificial intelligence; automated conflict management; automatic collision avoidance; autonomous self-organizing process; bird flocking; close free-flight air space; collective behavior; fish schooling; free-flight air space; fuzzy measurement; insect swarming; intelligent technologies; near term flight paths; real-time knowledge-based predictions; self-organizing conflict prevention/resolution; system dynamics; Air traffic control; Artificial intelligence; Birds; Educational institutions; Insects; Knowledge management; Marine animals; Mobile robots; Remotely operated vehicles; Space technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference, 1999. Proceedings. 1999 IEEE
Conference_Location
Snowmass at Aspen, CO
Print_ISBN
0-7803-5425-7
Type
conf
DOI
10.1109/AERO.1999.793185
Filename
793185
Link To Document