Simultaneous Localization and Mapping of Mobile Robot Based on Improved RBPF

The traditional SLAM based on RBPF has the problem of constructing high-precision map which requires large amounts of particles to make the calculation complexity and the phenomenon of particle depletion caused by particle degradation. Aiming at these problems, an improved RBPF particle filter based...

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Bibliographic Details
Main Authors: Zhang Jinging, Ruan Xiaogang, Dong Pengfei, Zhou Jing
Format: Article
Language:English
Published: EDP Sciences 2018-01-01
Series:MATEC Web of Conferences
Online Access:https://doi.org/10.1051/matecconf/201816006002