Title :
The Node Localization Research of the Underground Wireless Sensor Networks Based on DV-Hop and Ant Colony Optimization
Author :
Li, Gao ; Gao Li
Author_Institution :
Dept. of Mech. Electron., Huainan Union Univ., Huainan, China
Abstract :
In order to hold the hardware cost is not the premise of improving the positioning accuracy of sensor nodes, the paper proposed the node localization research of the underground wireless sensor networks based on DV-Hop and Ant Colony Optimization, this method of non-ranging DV-Hop algorithm calculate the distance between unknown nodes and beacon nodes, with the method of triangular positioning algorithm to determine the location of unknown nodes, and through the ant colony optimization to improve accuracy of the unknown node location. To verify the feasibility of the method, with the comparison of the traditional orientation algorithms and the improved algorithm by MATLAB simulation, experimental results show that the improved algorithm has higher accuracy.
Keywords :
Global Positioning System; optimisation; underground communication; wireless sensor networks; Matlab simulation; ant colony optimization; beacon nodes; node localization research; nonranging DV-hop localization algorithm; sensor nodes; triangular positioning algorithm; underground wireless sensor networks; Accuracy; Ant colony optimization; Hardware; Monitoring; Optimization; Presses; Wireless sensor networks; DV-Hop; ant Colony Optimization; positioning algorithm;
Conference_Titel :
Digital Manufacturing and Automation (ICDMA), 2011 Second International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-1-4577-0755-1
Electronic_ISBN :
978-0-7695-4455-7
DOI :
10.1109/ICDMA.2011.321
