视障导盲犬机器人系统研究

Yuanlong Wei, Mincheol Lee
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引用次数: 12

摘要

本文介绍了一种为视障人士设计的导盲犬机器人系统。基于霍尔传感器操纵杆和超声波传感器,设计了一种人机交互“智能绳”系统。该系统为城市系统中的自行走提供了跟随、导航、避障等多种功能。为了区分小的非自愿力和预期的航行运动,采用模糊逻辑控制方法提高了“智能绳”系统的操纵精度。为了弥补视障人士视觉上的不足,利用带摄像头的智能手机作为机器人视觉,检测交通信号灯和斑马线。提出了一种基于Adaboosting和模板匹配相结合的快速视觉识别方法。为了对所提出的方法进行评估,在移动机器人平台上实现了一个集成系统。通过在城市环境下的实验,分析了交互系统和视觉系统的性能。验证了系统的准确性、实用性和适应性。实验结果表明,该导盲犬机器人系统能够有效地辅助视障人士自主行走。
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A guide-dog robot system research for the visually impaired
This paper presents a development of guide-dog robot system for visually impaired. Based on a hall-sensor joystick and ultrasonic sensors, a “smart rope” system is designed for the human-robot interaction. In this system, multiple functions are provided for the self-walking in urban system, such as following, navigation and obstacle avoidance. To distinguish between small involuntary force and the intended navigational movement, a fuzzy logic control method is applied to improve the accuracy for the “smart rope” system manipulation. To compensate the lack of visual sense of visually impaired, a smart phone with camera is utilized as the robot vision, in order to detect the traffic lights and the zebra crossing. A fast vision recognition approach is provided based on Adaboosting and Template matching combined algorithm. For the evaluation of proposed method, an integrated system is implemented to the mobile robot platform. The performance of both interactive system and vision system are analyzed after the experiment in the urban environment. System's accuracy, usefulness and adaptability are verified. The experimental results showed that this new designed guide-dog robot system is suitable and effective to assist the visually impaired for the self-walking.
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