DocumentCode :
681618
Title :
Robot Technology component implementation of the simultaneous path planning and topological mapping algorithm
Author :
Songmin Jia ; Xiongwei Pang ; Bing Guo
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
fYear :
2013
fDate :
12-14 Dec. 2013
Firstpage :
1989
Lastpage :
1994
Abstract :
In this paper, we present a Robot Technology component implementation of the simultaneous path planning and topological mapping algorithm. Firstly, Simultaneous Path Planning and Topological Mapping (SP2ATM) algorithm is applied for robot path planning and environment exploration with map construction incrementally. And at the same time, Rao-Blackwellized Particle Filter (RBPF) is utilized for robot´s localization to improve the effectiveness of the path planning by correcting the received data. Then to satisfy users´ needs and facilitate users, we develop SP2ATM component, RBPF component, Graphical User Interface (GUI) component and so on with Robot Technology Middleware (RTM). In this way, the users can use the function module only using the interface without understanding the details of encapsulated components. Finally, it is verified that this presented method is effective and convenient for users by analyzing experimental results on the robot platform.
Keywords :
control engineering computing; graphical user interfaces; middleware; mobile robots; particle filtering (numerical methods); path planning; GUI component; RBPF component; RTM; Rao-Blackwellized particle filter; SP2ATM algorithm; SP2ATM component; function module; graphical user interface; map construction; robot environment exploration; robot path planning; robot technology component; robot technology middleware; simultaneous path planning; topological mapping algorithm; Buildings; Graphical user interfaces; Mobile robots; Path planning; Ports (Computers); Topology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Biomimetics (ROBIO), 2013 IEEE International Conference on
Conference_Location :
Shenzhen
Type :
conf
DOI :
10.1109/ROBIO.2013.6739761
Filename :
6739761
Link To Document :
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