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Collaborative Qualitative Environment Mapping
Centro Universitario FEI, São Paulo, Brazil.
College of Science and Engineering, Flinders University, Adelaide, Australia.
Linköping University, Department of Computer and Information Science, Artificial Intelligence and Integrated Computer Systems. Linköping University, Faculty of Science & Engineering. Mahasarakham University, Mahasarakham, Thailand.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, Faculty of Science & Engineering. Saab AB, Linköping, Sweden.
2024 (English)In: AI 2023: Advances in Artificial Intelligence, Springer, 2024, Vol. 14472, p. 3-15Conference paper, Published paper (Refereed)
Abstract [en]

This paper explores the use of LH Interval Calculus, a novel qualitative spatial reasoning formalism, to create a human-readable representation of environments observed by UAVs. The system simplifies data from multiple UAVs collaborating on environment mapping. Real UAV-captured data was used for evaluation. In tests involving two UAVs mapping an outdoor area, LH Calculus proved effective in generating a cohesive high-level description of the environment, contingent on consistent input data.

Place, publisher, year, edition, pages
Springer, 2024. Vol. 14472, p. 3-15
Series
Lecture Notes in Computer Science, ISSN 0302-9743, E-ISSN 1611-3349
Keywords [en]
Knowledge representation; multi-robot systems; mapping
National Category
Robotics and automation
Identifiers
URN: urn:nbn:se:liu:diva-201073DOI: 10.1007/978-981-99-8391-9_1ISI: 001148049100001Scopus ID: 2-s2.0-85178603926ISBN: 9789819983902 (print)ISBN: 9789819983919 (electronic)OAI: oai:DiVA.org:liu-201073DiVA, id: diva2:1838851
Conference
36th Australasian Joint Conference on Artificial Intelligence, AI 2023, Brisbane, QLD, Australia, November 28–December 1, 2023
Note

Funding Agencies|CISB, Swedish-Brazilian Research and Innovation Center; Saab AB; Coordenacao de Aperfeicoamento de Pessoal em Nivel Superior - Brasil (CAPES) [001]

Available from: 2024-02-19 Created: 2024-02-19 Last updated: 2025-02-09Bibliographically approved

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Doherty, PatrickSjanic, Zoran

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CiteExportLink to record
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Citation style
  • apa
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Language
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Output format
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