A multi-layered perceptron neural network with backpropagation algorithm (MLP/BP) is realized as an equalizer for nonreturn-to-zero (NRZ) signal recovery in band-limited channels. It is applied as an adaptive filter to recover the NRZ signal. By computer simulations, the proposed design can recover 100 MHz NRZ data in 10 MHz channel.
|Number of pages||3|
|State||Published - 1 Dec 2000|
|Event||43rd IEEE Midwest Symposium on Circuits and Systems - Lansing, Mi, United States|
Duration: 8 Aug 2000 → 11 Aug 2000
|Conference||43rd IEEE Midwest Symposium on Circuits and Systems|
|Period||8/08/00 → 11/08/00|