Adaptive MLSE for DPSK in time- and frequency-selective channels

An adaptive equalizer structure based on a state space formulation and maximum likelihood sequence estimation (MLSE) is developed for a time-varying, frequency-selective channel. Differential phase shift keying (DPSK) is assumed at the transmitter and effective differential decoding is performed at the receiver. The standard models of a time-varying linear channel and the Karhunen-Loeve (KL) expansion underpin the receiver structure. Analytical and simulation results for the receiver are shown. The resulting receiver is a per-survivor structure.

[1]  M. V. Clark,et al.  Matched filter performance bounds for diversity combining receivers in digital mobile radio , 1992 .

[2]  John H. Lodge,et al.  Maximum likelihood sequence estimation of CPM signals transmitted over Rayleigh flat-fading channels , 1990, IEEE Trans. Commun..

[3]  Umberto Mengali,et al.  Double-filter differential detection of PSK signals transmitted over linearly time-selective Rayleigh fading channels , 1999, IEEE Trans. Commun..

[4]  Desmond P. Taylor,et al.  An adaptive maximum likelihood receiver for correlated Rayleigh-fading channels , 1994, IEEE Trans. Commun..

[5]  Desmond P. Taylor,et al.  Decomposition of fading dispersive channels-effects of mismatch on the performance of MLSE , 2000, IEEE Trans. Commun..

[6]  Umberto Mengali,et al.  Synchronization Techniques for Digital Receivers , 1997, Applications of Communications Theory.

[7]  Simon Haykin,et al.  Communication Systems , 1978 .

[8]  Umberto Mengali,et al.  Double-filtering receivers for PSK signals transmitted over Rayleigh frequency-flat fading channels , 1996, IEEE Trans. Commun..

[9]  Alain Glavieux,et al.  Reflections on the Prize Paper : "Near optimum error-correcting coding and decoding: turbo codes" , 1998 .

[10]  Sergios Theodoridis,et al.  An efficient low complexity cluster-based MLSE equalizer for frequency-selective fading channels , 2006, IEEE Transactions on Wireless Communications.

[11]  W. Root,et al.  An introduction to the theory of random signals and noise , 1958 .

[12]  Desmond P. Taylor,et al.  Matched filter bounds for wireless communication over Rayleigh fading dispersive channels , 2001, IEEE Trans. Commun..

[13]  Desmond P. Taylor,et al.  On the irreducible error floor in fast fading channels , 2000, IEEE Trans. Veh. Technol..

[14]  Monica Visintin Differential PSK block demodulation over a flat correlated Rayleigh-fading channel , 1997, IEEE Trans. Commun..

[15]  J. Cavers On the validity of the slow and moderate fading models for matched filter detection of Rayleigh fading signals , 1992, Canadian Journal of Electrical and Computer Engineering.

[16]  P. Bello Characterization of Randomly Time-Variant Linear Channels , 1963 .

[17]  Desmond P. Taylor,et al.  Extended MLSE diversity receiver for the time- and frequency-selective channel , 1997, IEEE Trans. Commun..

[18]  Subbarayan Pasupathy,et al.  Innovations-based MAP detection for time-varying frequency-selective channels , 2000, IEEE Trans. Commun..

[19]  Riccardo Raheli,et al.  Per-Survivor Processing: a general approach to MLSE in uncertain environments , 1995, IEEE Trans. Commun..

[20]  Monica Visintin,et al.  Karhunen-Loeve expansion of a fast Rayleigh fading process , 1996 .

[21]  S. Haykin,et al.  Adaptive Filter Theory , 1986 .