Title :
Analysis of range-based localization schemes in wireless sensor networks: A statistical approach
Author :
Chaurasia, Sunita ; Payal, Ashish
Author_Institution :
CS Dept., KEC, Ghaziabad, India
Abstract :
It is often useful to know the location of nodes in wireless sensor network, but GPS enabled sensor nodes can be expensive. In this paper, we studied and analyzed Senelex (Sensor Network Localization Explorer). We have explored the self-localization performance for arbitrary sensor network based on Cramer-Rao bound. This Paper presents the analysis of range based schemes on the basis of few network parameters (Network Size, Anchor node Density, Array node density) with the metric Standard Deviation of localization error. Lesser the deviation greater the accuracy, thus all the network parameters show their own characteristics.
Keywords :
Global Positioning System; wireless sensor networks; Cramer-Rao bound; GPS enabled sensor nodes; Senelex; anchor node density; arbitrary sensor network; array node density; metric standard deviation; range-based localization analysis; self-localization performance; sensor network localization explorer; statistical approach; wireless sensor networks; Accuracy; Antenna measurements; Arrays; Classification algorithms; MATLAB; Wireless sensor networks; Localization; Network Parameters; Range based schemes; Wireless Sensor Networks;
Conference_Titel :
Advanced Communication Technology (ICACT), 2011 13th International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-8830-8