Title :
Performance of robust algorithms for secure localization in wireless sensor networks
Author :
García-Otero, M. ; Población, A. ; Fernández-Herrero, A. ; Herrera-Guardado, A.
Author_Institution :
ETSI Telecomun., Univ. Politec. de Madrid, Madrid, Spain
Abstract :
Security is a major concern in wireless sensor networks deployed in hostile environments and localization protocols are also prone to attacks. In this paper we evaluate some robust range-based and range-free localization algorithms in terms of their resilience to attacks carried out by malicious beacons that try to deceive the localization process by providing incorrect location references. Simulations show that range-free techniques have similar performance to robust range-based localization algorithms, while they are not tied to any particular channel model.
Keywords :
protocols; telecommunication security; wireless channels; wireless sensor networks; channel model; hostile environments; incorrect location references; localization protocols; malicious beacons; robust range-based localization algorithms; robust range-free localization algorithms; secure localization; wireless sensor networks; Least squares approximation; Maximum likelihood estimation; Position measurement; Robustness; Shadow mapping; Wireless sensor networks; localization; range-free methods; robust statistics; security; wireless sensor network;
Conference_Titel :
Localization and GNSS (ICL-GNSS), 2012 International Conference on
Conference_Location :
Starnberg
Print_ISBN :
978-1-4673-2344-4
Electronic_ISBN :
978-1-4673-2342-0
DOI :
10.1109/ICL-GNSS.2012.6253123