Title :
Node Localization in WSN Based on Weighted Vectors Centroid Algorithm
Author :
Su, Xiaoqin ; Lei, Zhaoming
Author_Institution :
Sch. of Control Sci. & Eng., Hebei Univ. of Technol., Tianjin, China
Abstract :
Centroid algorithm, as relatively simple, depends upon the connectivity of WSN and nodes density, in which the error of node orientation is high, the calculation for the minimum error is too lager and the time which it takes too long. In this paper, a new node localization algorithm uses intelligent particle swarm optimization (PSO) to fast convergence speed based on the proposed weighted vector centroid algorithm. The simulation results show that the localization error of centroid algorithm is decreased rapidly and our proposed algorithm is efficient for WSN.
Keywords :
particle swarm optimisation; wireless sensor networks; WSN; error of node orientation; fast convergence speed; intelligent particle swarm optimization; node localization; nodes density; weighted vectors centroid algorithm; Algorithm design and analysis; Educational institutions; Global Positioning System; Monitoring; Position measurement; Vectors; Wireless sensor networks; PSO; WSN; centroid algorithm; weighted victor;
Conference_Titel :
Intelligent Networks and Intelligent Systems (ICINIS), 2011 4th International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4577-1626-3
DOI :
10.1109/ICINIS.2011.31