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Title Robustness of Syndrome Analysis Method in Highly Structured Fault-Diagnosis Systems (in Japanese)
Authors Manabu Kobayashi 、Masayuki Goto 、Toshiyasu Matsushima 、Shigeichi Hirasawa
Released Year 2014
Format International Conference
Category Others
Jounal Name Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics
Jounal Page pp.2815-2821, San Diego, CA, USA
Published Year 2014
Published Month 10
Abstract
(English)
F. P. Preparata et al. proposed a fault diagnosis
model (PMC model) to find all fault units in the multicomputer
system by using outcomes that each unit tests some other
units. T. Kohda proposed a highly structured(HS) system and
the syndrome analysis method(SAM) to diagnose from local
testing results. In this paper, we introduce the maximum a
posteriori probability algorithm(MAPDA) for the HS system in
the probabilistic fault model. Analyzing the MAPDA, we show
that the SAM is closer to the MAPDA as the fault probability
becomes smaller. Finally, we show the robustness of the SAM in
the HS system.
Note
(English)
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