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作 者:Rihem Farkh Khaled Aljaloud
出 处:《Intelligent Automation & Soft Computing》2023年第1期901-911,共11页智能自动化与软计算(英文)
基 金:funding from the researchers supporting project number(RSP2022R474);King Saud University,Riyadh,Saudi Arabia.
摘 要:In a controlled indoor environment,line tracking has become the most practical and reliable navigation strategy for autonomous mobile robots.A line tracking robot is a self-mobile machine that can recognize and track a painted line on thefloor.In general,the path is set and can be visible,such as a black line on a white surface with high contrasting colors.The robot’s path is marked by a distinct line or track,which the robot follows to move.Several scientific contributions from the disciplines of vision and control have been made to mobile robot vision-based navigation.Localization,automated map generation,autonomous navigation and path tracking is all becoming more frequent in vision applications.A visual navigation line tracking robot should detect the line with a camera using an image processing technique.The paper focuses on combining computer vision techniques with a proportional-integral-derivative(PID)control-ler for automatic steering and speed control.A prototype line tracking robot is used to evaluate the proposed control strategy.
关 键 词:Line tracking robot vision navigation PID control image processing OPENCV raspberry pi
分 类 号:TP242[自动化与计算机技术—检测技术与自动化装置]
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