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Notice of retraction
Vol. 34, No. 8(3), S&M3042

Notice of retraction
Vol. 32, No. 8(2), S&M2292

Print: ISSN 0914-4935
Online: ISSN 2435-0869
Sensors and Materials
is an international peer-reviewed open access journal to provide a forum for researchers working in multidisciplinary fields of sensing technology.
Sensors and Materials
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Sensors and Materials, Volume 30, Number 4(2) (2018)
Copyright(C) MYU K.K.
pp. 893-906
S&M1547 Research Paper of Special Issue
https://doi.org/10.18494/SAM.2018.1792
Published: April 27, 2018

Visual Servo Strategy for Robot Soccer Systems [PDF]

Ming-Yuan Shieh

(Received October 31, 2017; Accepted April 2, 2018)

Keywords: visual path planning, android soccer system, self-organizing map neural network, A* algorithm, FIRA AndroSot game

In this paper, we propose a visual servo strategy scheme for robot soccer systems. All the controls of androids are based on the image processing of top-view screens captured by an overhead CCD camera upon the game field. To separate the targets from the background, a self-organizing map neural network (SOMNN)-based image processing scheme is proposed, in which the gravity of every color is calculated using the algorithms of image filtering, division, and morphology. It provides the coordinates and heading angle of every soccer android using the information of color pitches. The decision-making subsystem adopts the A* algorithm to determine a collision-free, direct, and optimal path so that the androids can trace a ball faster and kick well. The experimental results in the real FIRA AndroSot games demonstrate the feasibility of the proposed visual control system.

Corresponding author: Ming-Yuan Shieh


Cite this article
Ming-Yuan Shieh, Visual Servo Strategy for Robot Soccer Systems, Sens. Mater., Vol. 30, No. 4, 2018, p. 893-906.



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