Title :
Passive localizing lossy links in sensor network using max-product algorithm
Author :
Zhao, Zuo ; Cai, Wandong
Author_Institution :
Sch. of Comput. Sci. & Eng., Northwestern Polytech. Univ., Xi´´an, China
Abstract :
Faulty components in a wireless sensor network need to be localized and repaired to sustain the normal operation of the network. Due to the inherent stringent bandwidth and energy constraints, we consider only use end-to-end measurement to infer lossy links in sensor network. In this paper, we formulate the problem of lossy links localization as a Bayesian inference problem, and use max-product algorithm to solve it. Finally, we evaluate the performance of our approach through simulation and it shows good performance and stability.
Keywords :
Bayes methods; wireless sensor networks; Bayesian inference problem; energy constraints; faulty components; max-product algorithm; passive localizing lossy links; wireless sensor network; biparttie graph; component; lossy links; max-product algorithm; wirless sensor network;
Conference_Titel :
Computer Science and Information Technology (ICCSIT), 2010 3rd IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5537-9
DOI :
10.1109/ICCSIT.2010.5563652