Speed binning by neural network
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United States of America Patent
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Jul 5, 2005
Grant Date -
Apr 1, 2004
app pub date -
Sep 30, 2002
filing date -
Sep 30, 2002
priority date (Note) -
Expired
status (Latency Note)
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Abstract
A method of allocating subscriber lines in a telecommunications network into speed bins. With the method, more intelligent business actions can then be taken in the provision of high-speed data services over the subscriber lines. For example, only qualified lines might be used for high-speed data services, with the other lines being allocated to POTS service. The lines are divided into speed bins using a pair of neural networks, with one predicting upstream speed and one predicting downstream speed. The combined predictions are then mapped to a speed bin, which is the basis for further business actions. The disclosure describes that the neural networks are created using conditional fuzzy logic to precondition the neural networks by line speed.
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