DocumentCode :
3532042
Title :
In-network area estimation and localization in Wireless Sensor Networks
Author :
Kundu, Sandipan ; Das, Niladri
Author_Institution :
Guru Nanak Inst. of Technol., Kolkata, India
fYear :
2012
fDate :
3-7 Dec. 2012
Firstpage :
431
Lastpage :
435
Abstract :
In many applications of Wireless Sensor Networks (WSN), a large number of sensor nodes are distributed over an area under investigation. The sensors collect ground data at definite time interval and forward it to the sink. In case of an event, it is often required to estimate the affected area and to identify the location of the event. Since, in WSN, communication is costlier than in-network computation in terms of energy, it is better if the area can be estimated in a distributed fashion on the way when sensed data are forwarded to the sink via multi hop paths. In this paper, a light-weight distributed algorithm is proposed to estimate the area as well as to locate its center. Each node requires only the knowledge of its own location and transmits a single packet per round. Simulation studies have been done to evaluate the performance. Comparison with two other algorithms proposed earlier for area computation without localization shows that our algorithm performs better in terms of accuracy of area estimation improving the error percentage from 15% to 2%. Besides area estimation, the proposed procedure also can locate the center of the affected area with less than 1% error.
Keywords :
distributed algorithms; sensor placement; wireless sensor networks; WSN; area computation; communication range; data forwarding; in-network area estimation; lightweight distributed algorithm; multihop path; sensor localization; sensor node distribution; wireless sensor network; Accuracy; Area measurement; Computational modeling; Distributed algorithms; Estimation; Wireless communication; Wireless sensor networks; Communication Range; Event Area; In-Network Computing; Spanning Tree; Wireless Sensor Network (WSN);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Globecom Workshops (GC Wkshps), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-4942-0
Electronic_ISBN :
978-1-4673-4940-6
Type :
conf
DOI :
10.1109/GLOCOMW.2012.6477611
Filename :
6477611
Link To Document :
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