Method and apparatus for predicting transmission system errors and failures
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United States of America Patent
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Dec 8, 1998
Issued Date -
N/A
app pub date -
Jun 20, 1994
filing date -
Dec 19, 1991
priority date (Note) -
Expired
status (Latency Note)
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Abstract
Errors or failures in a transmission system (10) can be accurately predicted by a system (18) which processes error or failure data collected by the transmission system during uniform intervals to yield data indicative of the errors or failures during each of a plurality of non-uniform, overlapping intervals. The errors or failures measured during the non-uniform intervals are selectively weighted and summed within a neural network (22), trained with historical error or failure data, to yield a set of predictions, each representing the predicted number of errors or failures during each non-uniform interval. The predictions from the neural network (22) are then thresholded by a control unit (24) and used to raise an alarm which signals the possibility of error or failure in the transmission system.
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