Systematic Design of Iterative ML Receivers for Flat Fading Channels

We extend the methodology in to flat fading channels. The systematically derived receiver structure corresponds to an iterative solution of the joint maximum likelihood (ML) optimization problem. The heuristically derived BICM with iterative decoding is shown to be the outcome of this joint ML optimization problem.

[1]  Luc Vandendorpe,et al.  Special Issue on Turbo-Information Processing: Algorithms, Implementations & Applications , 2007 .

[2]  Paul H. Siegel,et al.  Guest editorial - the turbo principle: from theory to practice II , 2001, IEEE J. Sel. Areas Commun..

[3]  W. C. Jakes,et al.  Microwave Mobile Communications , 1974 .

[4]  Paul H. Siegel,et al.  Guest editorial the turbo principle: from theory to practice , 2001, IEEE J. Sel. Areas Commun..

[5]  L. Vandendorpe,et al.  Turbo synchronization: a combined sum-product and expectation-maximization algorithm approach , 2005, IEEE 6th Workshop on Signal Processing Advances in Wireless Communications, 2005..

[6]  The Turbo Principle : From Theory to Practice , 2022 .

[7]  Vijayakumar Bhagavatula Iterative, Soft Signal Processing for Digital Communications , 2004 .

[8]  C. Richard Johnson,et al.  Turbo Decoding as Iterative Constrained Maximum-Likelihood Sequence Detection , 2006, IEEE Transactions on Information Theory.

[9]  Heinrich Meyr,et al.  A Systematic Framework for Iterative Maximum Likelihood Receiver Design , 2010, IEEE Transactions on Communications.

[10]  James A. Ritcey,et al.  Design, analysis, and performance evaluation for BICM-ID with square QAM constellations in Rayleigh fading channels , 2001, IEEE J. Sel. Areas Commun..

[11]  Andrew C. Singer,et al.  Turbo equalization: principles and new results , 2002, IEEE Trans. Commun..

[12]  Joachim Hagenauer,et al.  The turbo principle-tutorial introduction and state of the art , 1997 .

[13]  Luc Vandendorpe,et al.  Turbo synchronization: an EM algorithm interpretation , 2003, IEEE International Conference on Communications, 2003. ICC '03..

[14]  Heinrich Meyr,et al.  Turbo Decoding as an Approximative Iterative Solution to Maximum Likelihood Sequence Detection , 2006 .

[15]  Aleksandar Kavcic,et al.  Iterative, soft signal processing for digital communications - From the guest editors , 2004, IEEE Signal Process. Mag..

[16]  S. Kay Fundamentals of statistical signal processing: estimation theory , 1993 .

[17]  Heinrich Meyr,et al.  Digital communication receivers - synchronization, channel estimation, and signal processing , 1997, Wiley series in telecommunications and signal processing.