Title :
Spatial Clustering of Wireless Sensor Network Nodes Based on Packet Loss
Author :
Tawfik, Ahmed Y. ; El-Marakby, Randa
Author_Institution :
Univ. of Windsor, Windsor
Abstract :
This paper examines the problem of grouping wireless sensor nodes forming a network into a set of spatial clusters. The technique for grouping the nodes proposed here, exploits the spatial degradation in wireless signals to group the nodes into regions based on the packet loss rate. The technique is validated on datasets obtained from actual wireless sensor networks. The obtained results support the validity of the proposed approach.
Keywords :
packet radio networks; wireless sensor networks; packet loss rate; spatial clustering; spatial degradation; wireless sensor network nodes; wireless signals; Communication system control; Propagation losses; Routing; Scalability; Sensor phenomena and characterization; Shape control; Signal processing; Size control; Wireless communication; Wireless sensor networks;
Conference_Titel :
Signal Processing and Information Technology, 2007 IEEE International Symposium on
Conference_Location :
Giza
Print_ISBN :
978-1-4244-1834-3
Electronic_ISBN :
978-1-4244-1835-0
DOI :
10.1109/ISSPIT.2007.4458042