Graphical Models and Information Theory

Journal Papers

- P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2010).  “Tree structure Expectation-Propagation for LDPC decoding in Erasure Channels.” Submitted to IEEE Transactions on Information Theory.

- P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2011). Tree-Structured Expectation Propagation for decoding finite-length LDPC codes. IEEE Communications Letters, 15(2):235-237. January

Conference Papers

- P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2010). “Tree structure Expectation-Propagation for decoding LDPC codes over Binary Erasure Channels.” . IEEE International Symposium on Information Theory (ISIT). Austin (TX), June 2010.

- Pablo M. Olmos, Juan José Murillo-Fuentes and Fernando Pérez-Cruz, (2011). “Capacity achieving LDPC ensembles for the TEP decoder in erasure channels.” Accepted for presentation on the 2011 IEEE International Symposium on Information Theory (ISIT). San Petersburg, Russia, July 31-August 05.

- L. Salamanca, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2010). Bayesian BCJR for Channel Equalization and Decoding. IEEE Machine Learning for Signal Processing (MLSP). Kittila (Finland), August.

- L. Salamanca, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2010). Channel Decoding with a Bayesian Equalizer. IEEE International Symposium on Information Theory (ISIT). Austin (TX), July.

Invited talks

- L. Salamanca, P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2011). Reduced Complexity MAP decoder for LDPC codes over the BEC using Tree-Structure Expectation Propagation. Information Theory and Applications (ITA). San Diego (USA), February.

- P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, (2010). Analyzing the Maxwell Decoder for LDPC Codes in Binary Erasure Channels. Information Theory and Applications (ITA). San Diego (USA), February.

- P. M. Olmos, J. J. Murillo-Fuentes and F. Pérez-Cruz, Luis Salamanca (2010). Tree-Structured algorithm applied to LDPC decoding, Summer Research Institute of I&C (SuRI), EPFL, Lausanne, 7-24 June.