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Automated state change detection of a Gaussian distributed signal

Posted on:2009-08-24Degree:M.SType:Thesis
University:Clemson UniversityCandidate:Singh, AnirudhFull Text:PDF
GTID:2448390002495111Subject:Engineering
Abstract/Summary:
This work presents a novel approach to detect a change in the state of a signal. The hypothesis is that in a given state, the values of a signal vary in a sub-part of a Gaussian distribution. By modeling a signal using a sub-part of the Gaussian distribution, a quantitative value representing the state of the signal is obtained. This value is monitored with time to detect a change in the state of the signal. The proposed algorithm is implemented and tested on data obtained from a related research.
Keywords/Search Tags:Signal, Change, Gaussian
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