The paper presents a preliminary application of a new methodology to the problem of task assignment, for a large number of unmanned vehicles operating in a cooperative and coordinated fashion. The proposed methodology uses the general concept of Descriptor Functions, to establish a relationship between tasks, their priority, and agents or groups of agents forming a large interconnected system. A bio-inspired model of the division of labor in colonies of social agents is used to derive a set of rules at the individual level that gives rise to agent specialization. Preliminary simulations show interesting results, and the potential of the proposed technique.

Multiple UAV Task Assignment using Descriptor Functions

INNOCENTI, MARIO;POLLINI, LORENZO
2010-01-01

Abstract

The paper presents a preliminary application of a new methodology to the problem of task assignment, for a large number of unmanned vehicles operating in a cooperative and coordinated fashion. The proposed methodology uses the general concept of Descriptor Functions, to establish a relationship between tasks, their priority, and agents or groups of agents forming a large interconnected system. A bio-inspired model of the division of labor in colonies of social agents is used to derive a set of rules at the individual level that gives rise to agent specialization. Preliminary simulations show interesting results, and the potential of the proposed technique.
2010
9783902661968
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11568/196097
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 8
  • ???jsp.display-item.citation.isi??? ND
social impact