DocumentCode :
558814
Title :
Collective robot behavior controller for a security system using open SW platform for a robotic services
Author :
Han, Jae-Seong ; Ji, Sang-Hoon ; Kim, Kyung-Ha ; Lee, Sang-Moo ; Choi, Byung-Wook
Author_Institution :
Dept. of Intell. Robot. Eng., Univ. of Sci. & Technol., Ansan, South Korea
fYear :
2011
fDate :
26-29 Oct. 2011
Firstpage :
1402
Lastpage :
1404
Abstract :
In recent, unmanned or human-robot collaborative systems are spreading in security applications in order to protect humans against sudden attack. Especially, the automated security system has to accomplish its mission even when there are limitations of its sensors in view of range or reliability. For this dependable operation, it is better to build up a security system using collective multi-robots than a single robot. So, we suggest a method how to organize collective robot behaviors for a self-localization algorithm that allows a recursive state estimation process to be collective in a multi-robot coalition team that is guaranteed connected. A leader robot in our method obtains a temporary estimate from at the current time step using information from other robots (follower-robots) and checks out whether it´s followers needs to be localized. When the leader robot decides to localize a follower robot, it recovers the centralized-equivalent estimate with the help of its followers near to the follower robot. A practical implementation is finally provided for five robots to emphasize the effectiveness of the proposed collective approach to multi-robot localization problem. Moreover, we implement our robot behavior controller in OPRoS in order to enhance robot behavior SW´s portability.
Keywords :
Kalman filters; SLAM (robots); control engineering computing; mobile robots; multi-robot systems; nonlinear filters; recursive estimation; robot programming; security; software portability; state estimation; surveillance; EKF algorithm; OPRoS; automated security system; centralized-equivalent estimate; collective multirobots; collective robot behavior controller; follower robots; human-robot collaborative system; leader robot; mobile robots; multirobot coalition team; multirobot localization problem; open SW platform; recursive state estimation process; robot behavior SW portability; robotic service; security application; self-localization algorithm; unmanned system; Mobile robots; Robot kinematics; Robot sensing systems; Service robots; Uncertainty; Collective localization; Multi-robot; OPRoS;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems (ICCAS), 2011 11th International Conference on
Conference_Location :
Gyeonggi-do
ISSN :
2093-7121
Print_ISBN :
978-1-4577-0835-0
Type :
conf
Filename :
6106146
Link To Document :
بازگشت