Distributed SLAM Using Improved Particle Filter for Mobile Robot Localization

The distributed SLAM system has a similar estimation performance and requires only one-fifth of the computation time compared with centralized particle filter. However, particle impoverishment is inevitably because of the random particles prediction and resampling applied in generic particle filter,...

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Bibliographic Details
Main Authors: Pei, Fujun, Wu, Mei, Zhang, Simin
Format: Online
Language:English
Published: Hindawi Publishing Corporation 2014
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4030567/