DocumentCode :
1833953
Title :
Localization of 3D WSN using Mamdani Sugano fuzzy weighted centriod approaches
Author :
Nanda, Monika ; Kumar, Ashok ; Kumar, Sandeep
Author_Institution :
E&CE Dept., NIT Hamirpur, Hamirpur, India
fYear :
2012
fDate :
1-2 March 2012
Firstpage :
1
Lastpage :
5
Abstract :
Localization in WSN used to determine the position of node with the help of known positions of anchor nodes. In many of the applications, where coarse accuracy is sufficient, range free localization mechanism are being pursued alternative to range based localization mechanism. Because the range free localization scheme is low cost and consumes low energy. In this paper, we present range free weighted centroid localization for 3D WSN using Mamdani & Suggano Fuzzy Inference System. In this first anchor nodes are connected to unknown nodes (sensor nodes) localized to found, after this edge weight of anchor nodes are calculated based on received signal strength indicator information (RSSI) by using Mamdani & Sugano inference system. We compare the weighted centroid technique, through extensive simulation with simple centroid. The simulation result represent the effectiveness of 3D weighted centroid scheme.
Keywords :
fuzzy reasoning; telecommunication computing; wireless sensor networks; 3D WSN localization; 3D weighted centroid scheme; Mamdani-Sugano fuzzy weighted centroid approach; Mamdani-Suggano fuzzy inference system; RSSI; range free localization mechanism; received signal strength indicator information; sensor nodes; Accuracy; Algorithm design and analysis; Artificial neural networks; Fuzzy systems; Global Positioning System; Three dimensional displays; Wireless sensor networks; GPS; centriod localization; edge weight; range free localization; wireless sensor network;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical, Electronics and Computer Science (SCEECS), 2012 IEEE Students' Conference on
Conference_Location :
Bhopal
Print_ISBN :
978-1-4673-1516-6
Type :
conf
DOI :
10.1109/SCEECS.2012.6184812
Filename :
6184812
Link To Document :
بازگشت