RSSI-based mobile robot navigation in grid-pattern wireless sensor network

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.

[1]  Oussama Khatib,et al.  Springer Handbook of Robotics , 2007, Springer Handbooks.

[2]  Min Tan,et al.  Deployment and Routing Method for Fast Localization Based on RSSI in Hierarchical Wireless Sensor Network , 2013, 2013 IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems.

[3]  Gaurav S. Sukhatme,et al.  Mobile robot navigation using a sensor network , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[4]  Xiaoguang Zhao,et al.  An Empirical Study on RSS Characteristics of IEEE 802.15.4 Networks in Indoor Environment , 2012 .

[5]  Jehn-Ruey Jiang,et al.  Mobile Robot Coordination and navigation with directional antennas in positionless Wireless Sensor Networks , 2011, Int. J. Ad Hoc Ubiquitous Comput..

[6]  賴勇良 Mobile Robot Coordination and Navigation with Directional Antennas in Positionless Wireless Sensor Networks , 2008 .

[7]  Eduardo Freire Nakamura,et al.  An RSSI-based navigation algorithm for a mobile robot in Wireless Sensor Networks , 2012, 37th Annual IEEE Conference on Local Computer Networks.

[8]  Zhenbo Li,et al.  Path Planning and Navigation for Mobile Robots in a Hybrid Sensor Network without Prior Location Information , 2013 .

[9]  Paramvir Bahl,et al.  RADAR: an in-building RF-based user location and tracking system , 2000, Proceedings IEEE INFOCOM 2000. Conference on Computer Communications. Nineteenth Annual Joint Conference of the IEEE Computer and Communications Societies (Cat. No.00CH37064).

[10]  Zeng-Guang Hou,et al.  An indoor navigation system for autonomous mobile robot using wireless sensor network , 2009, 2009 International Conference on Networking, Sensing and Control.

[11]  Zize Liang,et al.  Mobile robot navigation using RSSI potential field in wireless sensor network , 2010 .