DocumentCode :
669311
Title :
Development of a guide-dog robot system for the visually impaired by using fuzzy logic based human-robot interaction approach
Author :
Yuanlong Wei ; Xiangxin Kou ; Mincheol Lee
Author_Institution :
Dept. of Mech. Eng., Pusan Nat. Univ., Busan, South Korea
fYear :
2013
fDate :
20-23 Oct. 2013
Firstpage :
136
Lastpage :
141
Abstract :
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.
Keywords :
fuzzy logic; human-robot interaction; learning (artificial intelligence); mobile robots; robot vision; Adaboosting; Template matching combined algorithm; fast vision recognition approach; fuzzy logic based human-robot interaction approach; fuzzy logic control method; guide-dog robot system; hall-sensor joystick; mobile robot platform; robot vision; smart phone; smart rope system; traffic lights; ultrasonic sensors; visually impaired people; zebra crossing; Acoustics; Force; Frequency control; Robot sensing systems; Adaboosting; Fuzzy logic control; Guide-dog robot; Hall-sensor joystick; Template matching; Traffic lights; Visually impaired; Zebra crossing; ultrasonic sensor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems (ICCAS), 2013 13th International Conference on
Conference_Location :
Gwangju
ISSN :
2093-7121
Print_ISBN :
978-89-93215-05-2
Type :
conf
DOI :
10.1109/ICCAS.2013.6703877
Filename :
6703877
Link To Document :
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