Enhancing autonomous exploration for robotics via real time map optimization and improved frontier costs

Abstract Autonomous exploration and mapping in unknown environments remain pivotal in robotics research. The efficiency of autonomous exploration is often constrained by irrational exploration strategies and incomplete map exploration. This paper proposes an efficient autonomous exploration method b...

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Bibliographic Details
Main Authors: Chunyang Liu, Dingfa Zhang, Weitao Liu, Xin Sui, Yan Huang, Xiqiang Ma, Xiaokang Yang, Xiao Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-97231-9
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