DocumentCode
1788419
Title
Time-bounded localization algorithm based on distributed Multidimensional Scaling for Wireless Sensor Networks
Author
Tlili, Fethi ; Rachedi, A. ; Benslimane, Abderrahim
Author_Institution
ENSI, Univ. of Manouba HANA Res. Group, Tunis, Tunisia
fYear
2014
fDate
10-14 June 2014
Firstpage
233
Lastpage
238
Abstract
Many applications of Wireless Sensor Networks (WSN) require to achieve the positions of the sensor nodes within a given time bound. In this paper we study the relative and physical localizability of WSN in a given time bound. We propose a new distributed and time bounded localization algorithm based on Multidimensional Scaling (MDS) method in WSN called D-MDS localization time algorithm. We compare the proposed algorithm to the existing algorithm based on the well-known Trilateration method. The simulation results show that the proposed algorithm outperforms the existing approach based on Trilateration method in terms of the number of localized nodes in the network and the number of anchors required to physically localize the sensors. The D-MDS localization time algorithm localizes a large number of nodes for a low node degree in a time bound. Moreover it is able to physically localize the network with a low number of anchors compared with the algorithm based on Trilateration method.
Keywords
distributed algorithms; sensor placement; wireless sensor networks; D-MDS localization time algorithm; MDS method; WSN; distributed multidimensional scaling; low node degree; sensor nodes; time-bounded localization algorithm; trilateration method; wireless sensor networks; Ad hoc networks; Clustering algorithms; Educational institutions; Electronic mail; Simulation; Time complexity; Wireless sensor networks; Local Coordinate System; Localizability; Localization algorithm; Multidimensional Scaling (MDS); Wireless Sensor Networks;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2014 IEEE International Conference on
Conference_Location
Sydney, NSW
Type
conf
DOI
10.1109/ICC.2014.6883324
Filename
6883324
Link To Document