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A decentralized event-based predictive navigation scheme for Air-Traffic Control

Maniatopoulos, S. (author)
Dimarogonas, Dimos V. (author)
KTH,Reglerteknik,ACCESS Linnaeus Centre
Kyriakopoulos, K. J. (author)
 (creator_code:org_t)
IEEE Computer Society, 2012
2012
English.
In: 2012 American Control Conference (ACC). - : IEEE Computer Society. - 9781457710957 ; , s. 2503-2508
  • Conference paper (peer-reviewed)
Abstract Subject headings
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  • This paper presents an approach for the multiagent navigation and conflict resolution problem, that considers the issue of performance. We present a decentralized predictive navigation scheme that combines the Decentralized Navigation Functions methodology with the Model Predictive Control (MPC) framework while preserving the former's collision avoidance and convergence guarantees. Aircrafts, flying at constant altitude, are modeled as unicycles. Performance criteria are encoded in a cost functional. Due to decentralization, each agent does not take into account the decisions of others in the control law calculation, resulting in performance discrepancies. Therefore, we employ event-triggered executions in our scheme. The improved performance is demonstrated through simulations.

Subject headings

TEKNIK OCH TEKNOLOGIER  -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
ENGINEERING AND TECHNOLOGY  -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)

Keyword

Conflict Resolution
Constant altitude
Control laws
Cost functionals
Decentralized navigation
Event-based
Event-triggered
Performance criterion
Air traffic control
Model predictive control
Multi agent systems
Predictive control systems
Navigation

Publication and Content Type

ref (subject category)
kon (subject category)

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Royal Institute of Technology

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