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