Title :
Wireless sensor network localization using a multistage approach
Author_Institution :
Fac. of Econ. & Human Sci., Sapientia - Hungarian Univ. of Transylvania, Miercurea Ciuc, Romania
Abstract :
Wireless sensor networks (WSN) are a collection of devices, capable of a limited amount of data processing and communication. The geographic location of sensor nodes is a basic input for many applications of wireless sensor networks. To determine the positions of sensors, numerous localization algorithms have been proposed recently. In this paper, we propose a multistage type localization scheme where trilateration, local search and simulated annealing are applied to determine the positions of the sensors. The performance in terms of localization error and function evaluation number is tested by simulations for different topologies and compared with a well-known simulated annealing method.
Keywords :
geometry; search problems; simulated annealing; telecommunication network topology; wireless sensor networks; WSN; data communication; data processing; function evaluation number; local search; localization error; multistage type localization scheme; sensor node geographic location; sensor position determination; simulated annealing method; trilateration; wireless sensor network localization; Network topology; Noise; Search methods; Simulated annealing; Topology; Wireless sensor networks; Local Search; Simulated Annealing; Trilateration; Wireless Sensor Networks;
Conference_Titel :
Applied Computational Intelligence and Informatics (SACI), 2014 IEEE 9th International Symposium on
Conference_Location :
Timisoara
DOI :
10.1109/SACI.2014.6840071