Title :
Application of grey correlation method in wireless sensor networks
Author :
Chen, Jing ; Liu, Xiaoping
Author_Institution :
Autom. Sch., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Sensor localization is one of the supporting technologies in wireless sensor networks. The paper introduces the localization process of sensor nodes of DV-Hop algorithm. DV-Hop is one of the range-free localization algorithms using hop-distance estimate. An improved DV-Hop positioning algorithm uses grey correlation method to improve localization accuracy without needing an additional hardware device. Simulation results show that the improved DV-Hop algorithm outperforms the original DV-Hop algorithm and can provide more accurate location estimation.
Keywords :
correlation methods; estimation theory; grey systems; wireless sensor networks; grey correlation method; hop-distance estimation; improved DV-Hop positioning algorithm; location estimation; range-free localization algorithm; wireless sensor network; Accuracy; Classification algorithms; Correlation; Educational institutions; Hardware; Simulation; Wireless sensor networks; DV-Hop algorithm; grey correlation method; localization; wireless sensor networks;
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
DOI :
10.1109/TMEE.2011.6199676
