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Distributed multi-target tracking via mobile robotic networks: A localized non-iterative SDP approach

  • Delft Center for Systems and Control

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Résumé

We consider a robotic network composed of mobile robots capable of communicating with each other. We study the problem of collectively tracking a number of moving targets while maintaining a certain level of connectivity among the robots, by moving them into appropriate positions. The distances of the robots to each other and to the targets are used to define a communication and target tracking graph, respectively. We formulate the combined global objective as a Semi-Definite Program (SDP) and propose a non-iterative distributed solution consisting of localized SDP's which use information only from nearby neighboring robots. Numerical simulations illustrate the performance of the algorithm with respect to the centralized solution.

langue originaleAnglais
titre2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011
EditeurInstitute of Electrical and Electronics Engineers Inc.
Pages4226-4231
Nombre de pages6
ISBN (imprimé)9781612848006
Les DOIs
étatPublié - 1 janv. 2011
Modification externeOui
Evénement2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011 - Orlando, FL, États-Unis
Durée: 12 déc. 201115 déc. 2011

Série de publications

NomProceedings of the IEEE Conference on Decision and Control
ISSN (imprimé)0743-1546
ISSN (Electronique)2576-2370

Une conférence

Une conférence2011 50th IEEE Conference on Decision and Control and European Control Conference, CDC-ECC 2011
Pays/TerritoireÉtats-Unis
La villeOrlando, FL
période12/12/1115/12/11

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