Adaptive Weights Weighted Centroid Localization Algorithm for Wireless Sensor Networks

Localization of nodes is a key technology for application of wireless sensor network. By analyzing the solutions of model of localization and the environment's influence for RSSI, this paper provide an adaptive weights weighted centroid localization algorithm based on RSSI. We use anchor nodes...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Ximei Liu, Chao Zhang, Jizhen Hu
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:Localization of nodes is a key technology for application of wireless sensor network. By analyzing the solutions of model of localization and the environment's influence for RSSI, this paper provide an adaptive weights weighted centroid localization algorithm based on RSSI. We use anchor nodes to measure the signal loss which can be used to calculate the weights to prompt localization accuracy. The simulation results show that the average localization error will be reduced to about a quarter and even to about a half in the complex environment especially in the edge compared to the original centriod algorithm.
ISSN:2161-9646
DOI:10.1109/WiCom.2008.851