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Decentralised navigation systems for bearing-based position and velocity estimation in tiered formations
Santos, David1; Batista, Pedro1,2; Oliveira, Paulo3; Silvestre, Carlos1,4
2022-02-17
Source PublicationInternational Journal of Systems Science
ISSN0020-7721
Volume53Issue:3Pages:504-525
Abstract

This paper presents a novel decentralised navigation system based on bearing measurements for tiered vehicle formations. In the proposed framework, some vehicles have access to measurements of their own position, whereas others have access to bearing measurements to one or more neighbouring vehicles. Depth measurement may also be available. Local observers for the position and fluid velocity are designed based on the derivation of an equivalent observable linear time-varying system, thus yielding globally exponentially stable error dynamics. The local observers rely on local measurements, as well as limited communications between the vehicles. The stability of the system as a whole is analysed by studying the robustness of the local observers to exponentially decaying perturbations. Thorough Monte Carlo simulations are presented and discussed to compare the performance of the proposed solution with the extended Kalman filter, the unscented Kalman filter, and the Bayesian Cramér-Rao bound.

KeywordBearings Decentralised Estimation Kalman Filters Navigation Sensor Fusion
DOI10.1080/00207721.2021.1961916
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Computer Science ; Operations Research & Management Science
WOS SubjectAutomation & Control Systems ; Computer Science, Theory & Methods ; Operations Research & Management Science
WOS IDWOS:000691757300001
PublisherTAYLOR & FRANCIS LTD2-4 PARK SQUARE, MILTON PARK, ABINGDON OR14 4RN, OXON, ENGLAND
Scopus ID2-s2.0-85113658537
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Document TypeJournal article
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
Faculty of Science and Technology
Corresponding AuthorBatista, Pedro
Affiliation1.Institute for Systems and Robotics, Laboratory for Robotics and Engineering Systems, Lisboa, Portugal
2.Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
3.LAETA-Associated Laboratory for Energy, Transports and Aeronautics, IDMEC-Institute of Mechanical Engineering, and Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
4.Faculty of Science and Technology, Department of Electrical and Computer Engineering, University of Macau, Taipa, Macao
Recommended Citation
GB/T 7714
Santos, David,Batista, Pedro,Oliveira, Paulo,et al. Decentralised navigation systems for bearing-based position and velocity estimation in tiered formations[J]. International Journal of Systems Science, 2022, 53(3), 504-525.
APA Santos, David., Batista, Pedro., Oliveira, Paulo., & Silvestre, Carlos (2022). Decentralised navigation systems for bearing-based position and velocity estimation in tiered formations. International Journal of Systems Science, 53(3), 504-525.
MLA Santos, David,et al."Decentralised navigation systems for bearing-based position and velocity estimation in tiered formations".International Journal of Systems Science 53.3(2022):504-525.
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