Multiuser demodulators using adaptive polynomial perceptrons in CDMA systems

The polynomial perceptron multiuser demodulator (PPMUD) and the bilinear recursive polynomial perceptron multiuser demodulator with decision feedback (BRPMUD) are applied to a digital communication system using spread spectrum. The proposed multiuser demodulators are compared with the conventional receiver, the multilayer perceptron multiuser demodulator (MLPMUD) and the radial basis function multiuser demodulator (RBFMUD) in terms of bit-error rate (BER). In order to obtain a satisfactory BER, the structure of the PPMUD is complex and needs long training periods. On the other hand, the BRPMUD shows good performance and has a much simpler structure than the other multiuser demodulators using neural networks