Title :
Blind turbo equalization with EM algorithm for DPSK systems
Author :
Yakut, S. ; Vural, C.
Author_Institution :
Electr.- Electron. Eng., Balikesir Univ., Balıkesir, Turkey
Abstract :
Iterative joint equalization and decoding is called turbo equalization. If the channel is unknown, the channel estimation is an additional signal processing task. In this study, a blind turbo equalization method is developed for digital communication systems using DPSK modulation, which is a promising candidate for future optical wavelength division multiplexed transmission systems. The reason for choosing DPSK is to combat the phase ambiguity. The expectation-maximization algorithm is used to estimate the unknown channel and the noise variance. Super-trellis structure is made up of differential encoder and channel. This structure is exploited for doing differential decoding and equalization together at the receiver. Performance of the proposed method is tested via computer simulations.
Keywords :
blind equalisers; channel coding; channel estimation; differential phase shift keying; digital communication; expectation-maximisation algorithm; iterative decoding; signal processing; trellis codes; turbo codes; DPSK modulation systems; EM algorithm; blind turbo equalization method; channel encoder; channel estimation; computer simulations; differential decoding; differential encoder; digital communication systems; expectation-maximization algorithm; iterative decoding; iterative joint equalization; noise variance; optical wavelength division multiplexed transmission systems; phase ambiguity; receiver; signal processing; super-trellis structure; Bit error rate; Blind equalizers; Channel estimation; Maximum likelihood decoding; Noise; Receivers;
Conference_Titel :
Software, Telecommunications and Computer Networks (SoftCOM), 2010 International Conference on
Conference_Location :
Split, Dubrovnik
Print_ISBN :
978-1-4244-8663-2
Electronic_ISBN :
978-953-290-004-0