DocumentCode :
1823321
Title :
2D map creator for robot navigation by utilizing Kinect and rotary encoder
Author :
Mardiyanto, Ronny ; Anggoro, Janu ; Budiman, Fajar
Author_Institution :
Electr. Eng. Dept., Inst. Teknol. Sepuluh Nopember, Surabaya, Indonesia
fYear :
2015
fDate :
20-21 May 2015
Firstpage :
81
Lastpage :
84
Abstract :
2D map creator for robot navigation is used for robot to move around the surrounding without any collision. Typical robot navigation is relied on ultrasonic sensor as well as rotary encoder. In this paper, we present 2D map creator system for robot navigation based on Kinect device and rotary encoder. 2D map creator system allows robot for self-mapping the surrounding area while robot is moving around. The output is a 2-dimensional (2D) map representing areas that have been passed by the robot. Next, the map is used by robot to return to home automatically. Moreover, we present a technique in map creator system for robot navigation. The Kinect device and rotary encoder are placed on the robot. The depth image is utilized to distinguish between obstacle and non-obstacle object. The combination between depth image and rotary encoder produce a 2D map used for robot navigation. We use Djikstra algorithm for calculating the shortest way between robot positions and home position. Our system has been tested under laboratory environment. The effective distance range is 60 to 600 Cm. Our rotary encoder sensor is also successfully realized and has average error 5.05%. Our 2D map creator required 1.46 second for every creating map at one location. Also, it has 2.23% of error distance on 2D map. All experiment results show that our 2D map creator is ready for performing return to home automatically.
Keywords :
collision avoidance; image sensors; mobile robots; robot vision; ultrasonic devices; 2D map creator system; Djikstra algorithm; Kinect device; depth image; nonobstacle object; obstacle object; robot navigation; rotary encoder; ultrasonic sensor; Acoustics; Collision avoidance; Measurement uncertainty; Mobile robots; Navigation; Robot sensing systems; 2D map; kinect; return to home; robot navigation; rotary encoder;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Technology and Its Applications (ISITIA), 2015 International Seminar on
Conference_Location :
Surabaya
Print_ISBN :
978-1-4799-7710-9
Type :
conf
DOI :
10.1109/ISITIA.2015.7219957
Filename :
7219957
Link To Document :
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