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They are to distribute the data on up to four pairs per direction at the same time, using the pairs bidirectionally. The purpose of this sophisticated transmission technology and coding is to squeeze the last bit out of cables already installed (and designed for up to 100 MHz only). With most applications the quality of the transmission is determined by the signal-to-noise ratio, which depends on the ACR of the channel. Figure 8 shows the improvement in attenuation, NEXT, and ACR from one cable category to the next.

This process is described as the back propagation of an error. The gradients are then summed for each weight over the combination of all the input and output patterns. As a function of the resulting gradient, the weights are then updated. Wijn = η P ∂E ∂Wij (27) In this weight update rule, the index n refers to the nth iteration in the process, and ␩ describes the learning rate, being a discrete step size. This procedure is iterated until error E for all outputs is within the predetermined tolerance or until the predefined number of iterations is reached.

Some constructions of cables are more sensible to the influence of earth potential near the cable. , to the reinforcing steel within concrete) may repeatedly change the impedance of a cable. The cabling standard ISO/IEC 11801 (1) primarily specifies the minimum channel performance, in particular for the material needed to implement channels spanning the recommended maximum horizontal distance. It is important to note that the channel performance is specified independent of temperature, while the cable values are specified at 20◦ C.

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28.Industry Applications by John G. Webster (Editor)

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