Formation control of multi-agent systems with location uncertainty
Kapitel i bok, 2017

In this chapter the impact of realistic communication channels and uncertain location information on formation control of multi-agent systems aiming to achieve a common task is highlighted. First, the work is motivated by elucidating the need to incorporate realistic communication models as well as the need to model the agents’ location uncertainty. Second, it is discussed how control can be utilised to reduce the agents positioning error in cooperative systems to achieve a higher level goal, such as steering a group of agents towards a destination. Third, the impact of location uncertainty on channel gain prediction is addressed for formation control. Finally, conclusions and an outlook on future directions for controlled multi-agent systems are provided.

Swarm navigation

Multi-agent systems

Spatial correlation

Gaussian processes

Channel prediction

Cramér-Rao bound

Location uncertainty

Formation control

Författare

Markus Fröhle

Chalmers, Signaler och system, Kommunikationssystem, informationsteori och antenner

Henk Wymeersch

Chalmers, Signaler och system, Kommunikationssystem, informationsteori och antenner

Themistoklis Charalambous

Aalto University

Siwei Zhang

Deutsches Zentrum fur Luft- Und Raumfahrt

Armin Dammann

Deutsches Zentrum fur Luft- Und Raumfahrt

Multi-Technology Positioning

125-147
978-331950426-1 (ISBN)

Styrkeområden

Informations- och kommunikationsteknik

Ämneskategorier (SSIF 2011)

Elektroteknik och elektronik

DOI

10.1007/978-3-319-50427-8_10

ISBN

978-331950426-1

Mer information

Skapat

2017-12-19