Method and apparatus for predicting transmission system errors a

Details Method and apparatus for predicting transmission system errors a Method and apparatus for predicting transmission system errors a

1994-06-20

1998-12-08

Palys, Joseph

Excavating

G06F 1100

Patent

active

058480730

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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