发明名称 |
Method and apparatus for predicting transmission system errors and failures. |
摘要 |
<p>Errors or failures in a transmission system 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. <IMAGE></p> |
申请公布号 |
EP0547776(A2) |
申请公布日期 |
1993.06.23 |
申请号 |
EP19920310588 |
申请日期 |
1992.11.20 |
申请人 |
AMERICAN TELEPHONE AND TELEGRAPH COMPANY |
发明人 |
ABDELMONEM, AHMED HASHEM;MORRIS, ROBERT JOHN TASMAN |
分类号 |
G06F11/30;G06F13/00;G06F15/18;G06G7/60;G06N3/02;G06N99/00;H04L1/24 |
主分类号 |
G06F11/30 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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