Title :
Continuous phase modulation receiver design with artificial neural network
Author :
Kilic, Ilker ; Karlik, Bekir
Author_Institution :
Dept. of EEE, Dokuz Eylul Univ., Izmir, Turkey
Abstract :
The aim of this study is to develop neural network based receiver structures for constant envelope continuous phase modulation (CPM) systems. A feedforward network computation with these back-propagation neural networks was used for this purpose. We present the simulation results of the binary system outputs for the inphase and quadrature components
Keywords :
continuous phase modulation; feedforward neural nets; optical receivers; artificial neural network; back-propagation neural networks; binary system outputs; constant envelope continuous phase modulation; continuous phase modulation receiver design; feedforward network computation; inphase components; neural network based receiver structures; quadrature components; simulation results; Artificial neural networks; Computer networks; Continuous phase modulation; Electronic mail; Feedforward neural networks; Finite impulse response filter; Modulation coding; Neural networks; Phase modulation; Viterbi algorithm;
Conference_Titel :
Laser and Fiber-Optical Networks Modeling, 2001. Proceedings of LFNM 2001. 3rd International Workshop on
Conference_Location :
Kharkiv
Print_ISBN :
0-7803-6680-8
DOI :
10.1109/LFNM.2001.930201
