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Fault diagnosis of telecommunication networks: Realistic abductive reasoning approach

Kumar, Prem G and Venkataram, P (1995) Fault diagnosis of telecommunication networks: Realistic abductive reasoning approach. In: Proceedings of the First National Conference on Communications (NCC '95), 13-14 March 1995, Kanpur, India, pp. 81-88.

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Official URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=1...


In this paper, we propose a method to diagnose faults in telecommunication networks by using the realistic abductive reasoning model (Prem and Venkataram, 1994). This model uses the abductive inference mechanism based on the parsimonious covering theory, with some new features added to the general model of diagnostic problem solving. The fault diagnosis knowledge is assumed to be represented in the form of causal chaining, namely, a hyper-bipartite network. The results obtained by the proposed model demonstrate its effectiveness in solving telecommunication network fault diagnostic problems

Item Type: Conference Paper
Publisher: Allied Publishers
Additional Information: Copyright of this article belongs to Allied Publishers.
Keywords: backward chaining;diagnostic expert systems;fault diagnosis;forward chaining;knowledge representation;model based reasoning;telecommunication network management
Department/Centre: Division of Electrical Sciences > Electrical Communication Engineering
Date Deposited: 20 Sep 2007
Last Modified: 11 Jan 2012 07:32
URI: http://eprints.iisc.ac.in/id/eprint/10952

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