Decentralized estimation methods

Decentralized estimation methods 2017-12-27T15:11:51+00:00

Project Description

Abstract

When considering decentralized systems, complete knowledge of the state can typically not be assumed. For this reason, several strategies have been developed, in the literature, that let each node estimate the overall state of the system, based on local knowledge only.

This can be applied to several domains, such as multi-robot systems, sensor networks, etc.

We are considering the estimation problem in multi-robot systems, with the objective of having single robots able to estimate global properties about the system based on information acquired by neighboring robots. Such information include topological information about the interconnection graph, or the evolution of the state of other robots.

Such estimation can then be used for different purposes. For instance, it can be exploited for enforcing global properties (e.g. connectivity, bi-connectivity). Another application is fault identification and isolation (i.e. understanding if one robot is misbehaving).

Decentralized estimation methods

People

LORENZO SABATTINI
LORENZO SABATTINIAssistant Professor
lorenzo.sabattini@unimore.it
Tel.: +39 0522522666

My main research interests are in the field of multi-robot systems and decentralized control. In particular, I’m working on coordination of multi-robot systems, decentralized…

CRISTIAN SECCHI
CRISTIAN SECCHIAssociate Professor
cristian.secchi@unimore.it
Tel.: +39 0522 522235

Cristian Secchi was born on February 4th, 1975. He graduated in computer science engineering, with majors in robotics and automation, at the University of Bologna (I) on July…

Mehran Zareh

Selected publications

Project News

Collaborations

Imperial College, London
(Dr. Francesca Boem)

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