TY - GEN
T1 - Robust node localization for wireless sensor networks
AU - Stoleru, Radu
AU - Stankovic, John A.
AU - Son, Sang H.
PY - 2007
Y1 - 2007
N2 - The node localization problem in Wireless Sensor Networks has received considerable attention, driven by the need to obtain a higher location accuracy without incurring a large, per node, cost (dollar cost, power consumption and form factor). Despite the efforts made, no system has emerged as a robust, practical, solution for the node localization problem in realistic, complex, outdoor environments. In this paper, we argue that the existing localization algorithms, individually, work well for single sets of assumptions. These assumptions do not always hold, as in the case of outdoor, complex environments. To solve this problem, we propose a framework that allows the execution of multiple localization schemes. This "protocol multi-modality" enables robustness against any single protocol failure, due to its assumptions. We present the design of the framework, and show a 50% decrease in localization error in comparison with state of art node localization protocols. We also show that complex, more robust, localization systems can be build from localization schemes that have limitations.
AB - The node localization problem in Wireless Sensor Networks has received considerable attention, driven by the need to obtain a higher location accuracy without incurring a large, per node, cost (dollar cost, power consumption and form factor). Despite the efforts made, no system has emerged as a robust, practical, solution for the node localization problem in realistic, complex, outdoor environments. In this paper, we argue that the existing localization algorithms, individually, work well for single sets of assumptions. These assumptions do not always hold, as in the case of outdoor, complex environments. To solve this problem, we propose a framework that allows the execution of multiple localization schemes. This "protocol multi-modality" enables robustness against any single protocol failure, due to its assumptions. We present the design of the framework, and show a 50% decrease in localization error in comparison with state of art node localization protocols. We also show that complex, more robust, localization systems can be build from localization schemes that have limitations.
KW - Framework
KW - Protocol composition
KW - Robust localization
KW - Wireless sensor network
UR - https://www.scopus.com/pages/publications/37849012212
U2 - 10.1145/1278972.1278984
DO - 10.1145/1278972.1278984
M3 - Conference contribution
AN - SCOPUS:37849012212
SN - 9781595936943
T3 - Proceedings of the 4th Workshop on Embedded Networked Sensors, EmNets 2007
SP - 48
EP - 52
BT - Proceedings of the 4th Workshop on Embedded Networked Sensors, EmNets 2007
T2 - 4th Workshop on Embedded Networked Sensors, EmNets 2007
Y2 - 25 June 2007 through 26 June 2007
ER -