Title :
A guide-dog robot system research for the visually impaired
Author :
Yuanlong Wei ; Mincheol Lee
Author_Institution :
Dept. of Mech. Eng., Pusan Nat. Univ., Busan, South Korea
fDate :
Feb. 26 2014-March 1 2014
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 :
cameras; collision avoidance; fuzzy control; handicapped aids; human-robot interaction; image matching; interactive devices; learning (artificial intelligence); mobile robots; object detection; object recognition; robot vision; Adaboosting; following function; fuzzy logic control method; guide-dog robot system; hall-sensor joystick; human-robot interaction; involuntary force; mobile robot platform; navigation function; navigational movement; obstacle avoidance function; robot vision; smart phone; smart rope system; template matching combined algorithm; traffic light detection; ultrasonic sensors; vision recognition approach; visually impaired; zebra crossing detection; Acoustics; Force; Mobile robots; Navigation; Robot sensing systems; Adaboosting; Fuzzy logic control; Guide-dog robot; Hall-sensor joystick; Template matching; Traffic lights; Visually impaired; Zebra crossing; ultrasonic sensor;
Conference_Titel :
Industrial Technology (ICIT), 2014 IEEE International Conference on
Conference_Location :
Busan
DOI :
10.1109/ICIT.2014.6894906