Title :
Data gathering in high-density wireless sensor networks using hierarchical clustering
Author :
Kishino, Yasue ; Sakurai, Yasushi ; Kamei, Koji ; Yanagisawa, Yutaka ; Maekawa, Takuya ; Okadome, Takeshi
Author_Institution :
NTT Commun. Sci. Labs., Kyoto, Japan
Abstract :
The method proposed here gathers data in high- density wireless sensor networks in real-time. It determines network topology by hierarchical clustering to avoid radio collision, which enables us to gather data with minimum data latency from numerous high-density sensor nodes. The analysis of our proposed tree-based data gathering protocol and real experiments using 39 real sensor nodes show that the proposed data gathering method can reduce data latency by hierarchical clustering.
Keywords :
data acquisition; pattern clustering; telecommunication network topology; wireless sensor networks; data latency; hierarchical clustering; high-density sensor nodes; high-density wireless sensor networks; network topology; radio collision; tree-based data gathering protocol; Aggregates; Clustering algorithms; Delay; Network topology; Protocols; Sensor systems; Sensor systems and applications; Signal processing algorithms; Ubiquitous computing; Wireless sensor networks;
Conference_Titel :
Wireless Communication Systems. 2008. ISWCS '08. IEEE International Symposium on
Conference_Location :
Reykjavik
Print_ISBN :
978-1-4244-2488-7
Electronic_ISBN :
978-1-4244-2489-4
DOI :
10.1109/ISWCS.2008.4726116