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Intelligent Filter-Based SLAM for Mobile Robots With Improved Localization Performance

Fast simultaneous localization and mapping (FastSLAM) is one of the most popular methods for autonomous navigation of mobile robots. However, FastSLAM is essentially a particle filter (PF) that suffers from particle impoverishment and degeneracy problems. To improve its localization performance, thi...

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Bibliografiske detaljer
Principais autores: Mingwei Lin, Canjun Yang, Dejun Li, Gengli Zhou
Format: Artigo
Sprog:Inglês
Udgivet: IEEE 2019-01-01
Serier:IEEE Access
Fag:
Online adgang:https://ieeexplore.ieee.org/document/8795445/
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