Title :
Task-oriented self-organization of ad hoc sensor systems
Author :
Zhang, J. ; Premaratne, K. ; Dogruel, M. ; Bauer, P.H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Miami Univ., Coral Gables, FL, USA
Abstract :
An ad hoc network is a collection of perhaps wireless mobile nodes dynamically forming a network without the use of any pre-existing network infrastructure or centralized administration. Resource limitations of sensors deployed in an ad hoc setting necessitates careful consideration of the choice of sensors. In this paper, a distributed task-oriented self-organization algorithm for sensors in such a network to organize themselves according to the task being announced is proposed. The proposed algorithm uses appropriate attribute vectors to describe the specifications of tasks and sensors. When a task is announced, a distributed leader election algorithm is used to select the sensor that is best matched based on minimizing a distance measure between the announced task and sensor specifications. The selected sensor then uses a task decomposition method to generate, and then announce, residual tasks that ´cover´ the matching error. In this manner, sensors are sequentially selected until all residual tasks are ´covered´. All sensors selected by the algorithm form a sensor group for the originally announced task.
Keywords :
ad hoc networks; mobile computing; self-adjusting systems; sensor fusion; task analysis; ad hoc sensor systems; attribute vectors; distributed leader election algorithm; matching error; residual tasks; sensor group; task decomposition method; task-oriented self-organization; wireless mobile nodes; Ad hoc networks; Computer networks; Intelligent networks; Mobile computing; Nominations and elections; Packet radio networks; Sensor phenomena and characterization; Sensor systems; USA Councils; Wireless sensor networks;
Conference_Titel :
Sensors, 2002. Proceedings of IEEE
Print_ISBN :
0-7803-7454-1
DOI :
10.1109/ICSENS.2002.1037342