A SLAM system based on Hidden Markov Models

Methods of simultaneous localization and mapping (SLAM) are a solution for the navigation problem of service robots. We present a graph SLAM system based on Hidden Markov Models (HMM) where the sensor readings are represented with different symbols using a number of clustering techniques; then, the...

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Bibliographic Details
Main Authors: Oscar Fuentes, Jesus Savage, Luis Contreras
Format: Article
Language:English
Published: Russian Academy of Sciences, St. Petersburg Federal Research Center 2022-02-01
Series:Информатика и автоматизация
Subjects:
Online Access:http://ia.spcras.ru/index.php/sp/article/view/15118