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.
Full text not available from this repository. (Request a copy)Abstract
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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