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Evaluation of Two-Dimensional Angular Orientation of a Mobile Robot by a Modified Algorithm Based on Hough Transform Cover

Evaluation of Two-Dimensional Angular Orientation of a Mobile Robot by a Modified Algorithm Based on Hough Transform

Open Access
|Jun 2018

Abstract

This paper proposes an algorithm that assesses the angular orientation of a mobile robot with respect to its referential position or a map of the surrounding space. In the framework of the suggested method, the orientation problem is converted to evaluating a dimensional rotation of the object that is abstracted as a polygon (or a closed polygonal chain). The method is based on Hough transform, which transforms the measurement space to a parametric space (in this case, a two-dimensional space [θ, r] of straight-line parameters). The Hough transform preserves the angles between the straight lines during rotation, translation, and isotropic scaling transformations. The problem of rotation assessment then becomes a one-dimensional optimization problem. The suggested algorithm inherits the Hough method’s robustness to noise.

DOI: https://doi.org/10.2478/cait-2018-0032 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 112 - 122
Submitted on: Jul 5, 2017
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Accepted on: Apr 27, 2018
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Published on: Jun 30, 2018
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2018 Dmitry N. Aldoshkin, Roman Y. Tsarev, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.