From mystery to mastery:understanding autonomous exploration with UAVs

When it comes to developing UAV autonomy, simultaneous localization andmapping (SLAM), autonomous path planning and next best view (NBV) are allcentral algorithms. This article explains these techniques individually and alsotheir interrelationships, highlighting the critical role each one plays in achievingfull autonomy in drone operations, which is important for many researchers and practitioners. The resulting clarity on the functions and interconnections of SLAM, path planning and NBV will help to fill existing knowledge gaps, while also showing the potential of integrating these techniques to drive future advances in autonomous surveying and mapping systems.

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Publication Details

Journal
University of Twente Research Information
Published
2025-04-04
Primary Topic
Robotics and Sensor-Based Localization
Type
article
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article

From mystery to mastery:understanding autonomous exploration with UAVs

F.C.; id_orcid 0000-0002-5712-6902 Nex, B. Alsadik
University of Twente Research Information
Robotics and Sensor-Based Localization
article

From mystery to mastery:understanding autonomous exploration with UAVs

F.C.; id_orcid 0000-0002-5712-6902 Nex, B. Alsadik
article en

Abstract

When it comes to developing UAV autonomy, simultaneous localization andmapping (SLAM), autonomous path planning and next best view (NBV) are allcentral algorithms. This article explains these techniques individually and alsotheir interrelationships, highlighting the critical role each one plays in achievingfull autonomy in drone operations, which is important for many researchers and practitioners. The resulting clarity on the functions and interconnections of SLAM, path planning and NBV will help to fill existing knowledge gaps, while also showing the potential of integrating these techniques to drive future advances in autonomous surveying and mapping systems.

University of Twente Research Information
Openalex Percentile: Top 9%
Robotics and Sensor-Based Localization
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From mystery to mastery:understanding autonomous exploration with UAVs — F.C.; id_orcid 0000-0002-5712-6902 Nex, B. Alsadik · University of Twente Research Information (2025) | TGRS Research Map | TGRS