Title :
RSSI-based mobile robot navigation in grid-pattern wireless sensor network
Author :
Nan Zhou ; Xiaoguang Zhao ; Min Tan
Author_Institution :
State Key Lab. of Manage. & Control for Complex Syst., Inst. of Autom., Beijing, China
Abstract :
Mobile robot navigation in smart environment has always been one of the most critical issues in robot research. Deployment of wireless sensor network (WSN) in new environment can provide the mobile robot with efficient aid of navigation and tracking. In this paper, we present a feasible scheme of WSN-aided mobile robot navigation which includes initial localization of mobile robot, orientation adjustment, network-layer path planning, motion tracking and correction based on RSSI in Grid-pattern WSN. Unlike other methods of robot navigation which might require a complex and intelligent robotic system for mapping and path planning, the aim of our method is to transfer complex environment detection and calculation from the robot to network and to decrease the reliance of intelligence on the robot itself. Experimental result shows that our proposed scheme is well-performed and can effectively navigate the robot equipped only with simply sensors for communication and obstacle avoidance.
Keywords :
collision avoidance; mobile robots; object tracking; wireless sensor networks; RSSI-based mobile robot navigation; WSN-aided mobile robot navigation; grid-pattern wireless sensor network; initial mobile robot localization; intelligent robotic system; mapping; motion correction; motion tracking; network communication; network-layer path planning; obstacle avoidance; orientation adjustment; robot research; smart environment; Mobile robots; Navigation; Robot kinematics; Robot sensing systems; Wireless sensor networks; RSSI; Robot Navigation; WSN;
Conference_Titel :
Chinese Automation Congress (CAC), 2013
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-0332-0
DOI :
10.1109/CAC.2013.6775785