Title :
Communication related design considerations of WSN-aided Multi-Robot SLAM
Author :
Tuna, Gurkan ; Gulez, Kayhan ; Gungor, V. Cagri
Author_Institution :
Dept. of Comput. Programming, Trakya Univ., Edirne, Turkey
Abstract :
This paper presents the communication related design considerations of Wireless Sensor Network (WSN) aided Multi-Robot Simultaneous Localization and Mapping (SLAM). In this approach, multiple robots perform WSN-aided cooperative SLAM using only range values to landmarks in the environment by measuring the Received Signal Strength Indicator (RSSI) of the received radio messages, and odometry information. The SLAM algorithm proposed in this study uses the Rao-Blackwellized Particle Filters. In addition, the inherent communication problems in WSNs, and their effects on cooperative SLAM are explained in detail and shown with the results of The Network Simulator (ns-2) simulations.
Keywords :
SLAM (robots); distance measurement; mobile robots; multi-robot systems; particle filtering (numerical methods); wireless sensor networks; Rao-Blackwellized particle filter; WSN; communication related design; mobile robot; multirobot SLAM; multirobot simultaneous localization and mapping; network simulator; ns-2; odometry information; radio messages; received signal strength indicator measurement; wireless sensor network; Batteries; Robustness; Sensors; Wireless sensor networks; Map Merging; Mobile Robot; SLAM; WSNs; ns-2;
Conference_Titel :
Mechatronics (ICM), 2011 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-61284-982-9
DOI :
10.1109/ICMECH.2011.5971336
