Residential College | false |
Status | 已發表Published |
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 Publication | International Journal of Systems Science |
ISSN | 0020-7721 |
Volume | 53Issue: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. |
Keyword | Bearings Decentralised Estimation Kalman Filters Navigation Sensor Fusion |
DOI | 10.1080/00207721.2021.1961916 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Automation & Control Systems ; Computer Science ; Operations Research & Management Science |
WOS Subject | Automation & Control Systems ; Computer Science, Theory & Methods ; Operations Research & Management Science |
WOS ID | WOS:000691757300001 |
Publisher | TAYLOR & FRANCIS LTD2-4 PARK SQUARE, MILTON PARK, ABINGDON OR14 4RN, OXON, ENGLAND |
Scopus ID | 2-s2.0-85113658537 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING Faculty of Science and Technology |
Corresponding Author | Batista, Pedro |
Affiliation | 1.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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