Algorithms and a Framework for Indoor Robot Mapping in a Noisy Environment Using Clustering in Spatial and Hough Domains

Map generation by a robot in a cluttered and noisy environment is an important problem in autonomous robot navigation. This paper presents algorithms and a framework to generate 2D line maps from laser range sensor data using clustering in spatial (Euclidean) and Hough domains in noisy environments....

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Bibliographic Details
Main Authors: Ankit A. Ravankar, Yohei Hoshino, Abhijeet Ravankar, Lv Jixin, Takanori Emaru, Yukinori Kobayashi
Format: Article
Language:English
Published: SAGE Publishing 2015-03-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.5772/59992