Title :
Deployment Algorithms and In-Door Experimental Vehicles for Studying Mobile Wireless Sensor Networks
Author :
Mysorewala, M.F. ; Popa, D.O. ; Giordano, V. ; Lewis, F.L.
Author_Institution :
Autom. & Robotics Res. Inst., Texas Univ., Arlington, TX
Abstract :
Wireless communication has been traditionally used in robotics to transmit sensory and telemetry information between a robot and a base station. Because research in mobile robotics has typically focused on navigation, mapping and sensor fusion, network oriented problems such as communication bandwidth optimization, coverage and fault tolerance are not usually considered in this context. The motivation behind this research is formulating and solving combined robot navigation issues (such as obstacle avoidance, environment mapping and coverage) with sensor network issues (such as congestion control, routing and node energy minimization). In this paper we present several types of algorithms for mobile wireless sensor nodes (MWSN) as well as experimental results with a fleet of mobile robots and sensors in our lab. The algorithms include adaptive sampling (AS) for distributed field estimation, potential fields (PF) for communication bandwidth optimization, and a discrete event controller (DEC) for mission planning
Keywords :
ad hoc networks; discrete event systems; mobile computing; mobile robots; wireless sensor networks; adaptive sampling; communication bandwidth optimization; congestion control; deployment algorithms; discrete event controller; distributed field estimation; environment coverage; environment mapping; fault tolerance; in-door experimental vehicles; mission planning; mobile robotics; mobile robots; mobile wireless sensor networks; mobile wireless sensor nodes; network oriented problems; network routing; node energy minimization; obstacle avoidance; potential fields; robot navigation; sensor fusion; sensor network; sensory information; telemetry information; wireless communication; Bandwidth; Communication system control; Mobile communication; Mobile robots; Navigation; Robot sensing systems; Telemetry; Vehicles; Wireless communication; Wireless sensor networks; Adaptive Sampling; Discrete Event Controller; Potential Fields; Sensor Networks;
Conference_Titel :
Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, 2006. SNPD 2006. Seventh ACIS International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
0-7695-2611-X
DOI :
10.1109/SNPD-SAWN.2006.32