{"id":361,"date":"2015-09-30T05:50:51","date_gmt":"2015-09-30T05:50:51","guid":{"rendered":"http:\/\/gapsc.us.es\/murillo\/?page_id=361"},"modified":"2023-04-21T13:13:49","modified_gmt":"2023-04-21T13:13:49","slug":"publications","status":"publish","type":"page","link":"https:\/\/grupo.us.es\/gapsc\/publications\/","title":{"rendered":"List of Research Publications"},"content":{"rendered":"\n

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Journals<\/h2>\n\n\n\n
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  1. A. Delgado, J. J. Murillo-Fuentes, L. Alba-Carcel\u00e9n  (2023), “Thread Counting in Plain Weave for Old Paintings Using Semi-Supervised Regression Deep Learning Models” Submitted to Neural Networks<\/em>, see paper<\/a>.<\/li>\n\n\n\n
  2. \u201cCrossing Points Detection in Plain Weave for Old Paintings with Deep Learning,\u201d submitted to Engineering Application of Artificial Intelligence, <\/em>see paper.<\/a><\/li>\n\n\n\n
  3. J. C. Aradillas, J. J. Murillo-Fuentes and P. M. Olmos, “Boosting Offline Handwritten Text Recognition in Historical Documents With Few Labeled Lines (2021),” in IEEE Access<\/em>, vol. 9, pp. 76674-76688, 2021, doi: 10.1109\/ACCESS.2021.3082689<\/a> see it also at idus.us.es<\/a>.<\/li>\n\n\n\n
  4. J. J. Murillo-Fuentes, I. Santos, J. C. Aradillas and M. S\u00e1nchez-Fern\u00e1ndez (2021), “A Low-Complexity Double EP-Based Detector for Iterative Detection and Decoding in MIMO,” in IEEE Transactions on Communications<\/em>, vol. 69, no. 3, pp. 1538-1547, March 2021, doi: 10.1109\/TCOMM.2020.3043771<\/a>, see it also at idus.us.es<\/a>.<\/li>\n\n\n\n
  5. I. Santos, J. J. Murillo-Fuentes, Jos\u00e9 C. Aradillas and E. Arias-de-Reyna (2020), “Channel Equalization with Expectation Propagation at Smoothing Level,” in IEEE Transactions on Communications<\/em>, vol. 68, no. 5, pp. 2740-2747, May 2020, doi: 10.1109\/TCOMM.2020.2975624<\/a>. see it also at paper.<\/a><\/li>\n\n\n\n
  6. I. Santos, J. J. Murillo-Fuentes and E. Arias-de-Reyna (2020), “A Double EP-Based Proposal for Turbo Equalization,” in IEEE Signal Processing Letters<\/em>, vol. 27, pp. 121-125, 2020. See DOI: <\/strong>10.1109\/LSP.2019.2959900,<\/a> see also the paper.<\/a><\/li>\n\n\n\n
  7. R. Boloix-Tortosa, J.J. Murillo-Fuentes S.A. Tsaftaris. (2019). “The Generalized Complex Kernel Least-Mean-Square Algorithm” IEEE Transactions on Signal Processing<\/em>, Vol. 67, no. 20, pp. 5213 – 5222. Oct.15, 2019. DOI 10.1109\/TSP.2019.2937289<\/a>, https:\/\/arxiv.org\/abs\/1902.08692<\/a><\/li>\n\n\n\n
  8. I. Santos, J.J. Murillo-Fuentes. (2019). “Self and Turbo Iterations for MIMO Receivers and Large-Scale Systems” IEEE Wireless Communications Letters<\/em>. 8-4, pp.1095-1098 2019. DOI 10.1109\/LWC.2019.2907941<\/a>, https:\/\/arxiv.org\/abs\/1805.05065<\/a><\/li>\n\n\n\n
  9. I. Santos, J.J. Murillo-Fuentes, P. M. Djuric. (2019). Recursive Estimation of Dynamic RSS Fields Based on Crowdsourcing and Gaussian Processes. IEEE Transactions on Signal Processing.<\/em> 2019. EEE (2017) Q1, 32\/260. DOI 10.1109\/TSP.2018.2889987<\/a>, https:\/\/arxiv.org\/abs\/1806.02530<\/a>.<\/li>\n\n\n\n
  10. E. Arias-de-Reyna, P. Closas, D. Dardari, P. M. Djuric (2018). “Crowd-based Learning of Spatial Fields for the IoT: from Harvesting of Data to Inference.<\/i>” IEEE Signal Processing Magazine.<\/em> Special Issue on Signal Processing and the Internet-of-Things, vol. 35, num.5. pp 130-139. September 2018, DOI 10.1109\/Msp.2018.2840156<\/li>\n\n\n\n
  11. I. Santos, J. J. Murillo-Fuentes, E. Arias-de-Reyna and P. M. Olmos (2018), “Turbo EP-Based Equalization: A Filter-Type Implementation,” in IEEE Transactions on Communications<\/em>, vol. 66, no. 9, pp. 4259-4270, Sept. 2018.  DOI: 10.1109\/TCOMM.2018.2832202<\/a>, https:\/\/arxiv.org\/abs\/1711.08188<\/a><\/li>\n\n\n\n
  12. R. Boloix-Tortosa, J. J. Murillo-Fuentes, F. J. Pay\u00e1n-Somet, F. P\u00e9rez-Cruz, “Complex Gaussian Processes for Regression (2018),” in IEEE Transactions on Neural Networks and Learning Systems<\/em>, vol. 29, no. 11, pp. 5499-5511, Nov. 2018. DOI: 10.1109\/TNNLS.2018.2805019<\/a> https:\/\/arxiv.org\/abs\/1511.05710<\/a><\/li>\n\n\n\n
  13. F. J. Simois, J.J. Murillo-Fuentes, (2017) “On the power spectral density applied to the analysis of old canvases”, Signal Processing, 2017, ISSN 0165-1684. Paper in Signal Processing<\/a> or arxiv.org<\/a>.<\/li>\n\n\n\n
  14. R. Boloix-Tortosa, J. J. Murillo-Fuentes, I. Santos and F. P\u00e9rez-Cruz, (2017) “Widely Linear Complex-Valued Kernel Methods for Regression,” in IEEE Transactions on Signal Processing<\/em>, vol. 65, no. 19, pp. 5240-5248, Oct.1, 1 2017. Paper<\/a>, also in IEEE TSP<\/a>, arxiv.org<\/a><\/li>\n\n\n\n
  15. I. Santos, J. J. Murillo-Fuentes, E. Arias-de-Reyna and P. M. Olmos (2017), “Probabilistic Equalization With a Smoothing Expectation Propagation Approach,” in IEEE Transactions on Wireless Communications<\/em>, vol. 16, no. 5, pp. 2950-2962, May 2017. Paper<\/a>, also in IEEE TWCOM<\/a>. Code<\/a><\/li>\n\n\n\n
  16. I. Santos, J.J. Murillo-Fuentes, R. Boloix-Tortosa, Eva Arias de Reyna and Pablo M. Olmos, (2017). “<\/a>Expectation Propagation as Turbo Equalizer in ISI Channels<\/a>“. <\/a>IEEE Transactions on Communications,<\/i> vol. 65, no.1, pp.360-370, January 2017. code<\/a><\/li>\n\n\n\n
  17. Eva Arias-de-Reyna, Juan Jos\u00e9 Murillo-Fuentes, Rafael Boloix-Tortosa, (2015). “Blind Low Complexity Time-Of-Arrival Estimation Algorithm for UWB Signals”. IEEE Signal Processing Letters<\/em>, vol. 22, no. 11, pp. 2019-2023, November 2015.<\/li>\n\n\n\n
  18. J.A. Garrido-Castellano and J.J. Murillo-Fuentes, (2015). “On the implementation of distributed asynchronous non-linear kernel methods over wireless sensor networks” EURASIP Journal on Wireless Communications and Networking<\/em> 2015, 2015:171 DOI: 10.1186 \/ s13638-015-0382-6. paper<\/a><\/li>\n\n\n\n
  19. L. Salamanca, J.J. Murillo-Fuentes, P. M. Olmos, F. P\u00e9rez-Cruz, S. Verd\u00fa, (2015). “Approaching the DT Bound Using Linear Codes in the Short Blocklength Regime”. IEEE Communications Letters<\/em>, Vol. 19, No. 2, Pp.123-126, 2015. paper<\/a><\/li>\n\n\n\n
  20. F. P\u00e9rez-Cruz, S. Van Vaerenbergh, J. J. Murillo-Fuentes, M. L\u00e1zaro-Gredilla and I. Santamar\u00eda, (2013). “Gaussian Processes for Nonlinear Signal Processing”. IEEE Signal Processing Magazine<\/i>. Vol. 30, no.4. 2013. paper<\/a><\/li>\n\n\n\n
  21. Luis Salamanca, Pablo M. Olmos, Juan Jos\u00e9 Murillo-Fuentes and F. P\u00e9rez-Cruz, (2013).  “Tree-Structured Expectation Propagation for LDPC Decoding over BSM Channels”. IEEE Transactions on Communications,<\/i> vol.61, no.10, pp.4086-4095, October 2013.<\/li>\n\n\n\n
  22. P. M. Olmos, J. J. Murillo-Fuentes and F. P\u00e9rez-Cruz, (2013).  ”Tree structure Expectation-Propagation for LDPC decoding in Erasure Channels”. IEEE Transactions on Information Theory,<\/i> vol.59, no.6, pp.3354-3377, June 2013. paper<\/a><\/li>\n\n\n\n
  23. Luis Salamanca, Pablo M. Olmos, Juan Jos\u00e9 Murillo-Fuentes and Fernando P\u00e9rez-Cruz, (2013). ”Tree Expectation Propagation for ML Decoding of LDPC Codes over the BEC”. IEEE Transactions on Communications.<\/i> Vol. 61, No. 2, Pp. 465-473, Feb 2013. paper<\/a><\/li>\n\n\n\n
  24. Eva Arias-de-Reyna, Umberto Mengali, (2013). “A Maximum Likelihood UWB localization algorithm exploiting knowledge of the service area layout”. Wireless Personal Communications<\/em>, vol. 69, no. 4, pp. 1413-1426, 2013.<\/li>\n\n\n\n
  25. Eva Arias-de-Reyna, Petar M. Djuri\u0107, (2013). “Indoor localization with range-based measurements and little prior information”. IEEE sensors journal<\/em>, vol. 13, no. 5, pp. 1979-1987, May 2013.<\/li>\n\n\n\n
  26. Eva Arias-de-Reyna, (2013). “A Cooperative Localization Algorithm for UWB Indoor Sensor Networks”. Wireless Personal Communications<\/em>, vol. 72, no. 1, pp. 85-99, 2013.<\/li>\n\n\n\n
  27. C. Reyes-Guerrero, J. J. Murillo-Fuentes, P. M. Olmos\u00ad, (2012). \u201cRemote Detection of Interfered Downlinks in Wireless Cellular Systems\u201d. Transactions on Emerging Telecommunications Technologies. Vol. 23, No. 5, Pp. 444\u2013453,  2012.<\/li>\n\n\n\n
  28. L. Salamanca, J. J. Murillo-Fuentes and F. P\u00e9rez-Cruz, (2012).  ”Bayesian Equalization for LDPC Channel Decoding”. IEEE Transactions on Signal Processing<\/i> 60(5): 2672-2676, May 2012. paper<\/a><\/li>\n\n\n\n
  29. F.J. Simois, J.J. Murillo-Fuentes, R. Boloix-Tortosa, L. Salamanca (2012), ”Near the Cram\u00e9r-Rao Bound Precoding Algorithms for OFDM Blind Channel Estimation”. IEEE Transactions on Vehicular Technology<\/i>, Vol. 61, N. 2, Pp. 651 – 661, Feb. 2012. paper<\/a><\/li>\n\n\n\n
  30. Pablo M. Olmos, Luis Salamanca, Juan Jos\u00e9 Murillo-Fuentes and Fernando P\u00e9rez-Cruz, (2012). ”On the Design of LDPC Convolutional Ensembles Using the TEP Decoder”. IEEE Communication Letters.<\/i> Vol. 16, Pp. 726-729. March 2012. paper<\/a><\/li>\n\n\n\n
  31. F.J. Simois Tirado, J.I. Acha Catalina, (2012). “Efficient real data filtering using complex-input discrete Fourier transforms.” En: Signal Processing<\/em>. 2012. Vol. 92. N\u00fam. 4. Pag. 1132-1136. 10.1016\/j.sigpro.2011.11.009<\/li>\n\n\n\n
  32. F.J. Simois Tirado, J.I. Acha Catalina, (2011) .”A New Algorithm for Real Data Convolutions with j-Circulants”. IEEE Signal Processing Letters<\/em>. 2011. Vol. 18. N\u00fam. 11. Pag. 655-658. 10.1109\/Lsp.2011.2168389<\/li>\n\n\n\n
  33. M. Olmos, J.J. Murillo-Fuentes, G. Esteve, (2011). \u201cRemote detection of a frequency jammer operating in the down link of a cellular system\u201d. Wireless Personal Communications. Pp. 1-10. Springer. 2011.<\/span><\/li>\n\n\n\n
  34. P. M. Olmos, J.J. Murillo-Fuentes and F. P\u00e9rez-Cruz, (2011). ”Tree-Structured Expectation Propagation for decoding finite-length LDPC codes”. IEEE Communications Letters<\/i>, 15(2):235-237. January 2011. paper <\/a><\/li>\n\n\n\n
  35. P. M. Olmos, J. J. Murillo-Fuentes and F. P\u00e9rez-Cruz, (2010). ”Joint Nonlinear Channel Equalization and Soft LDPC Decoding with Gaussian Processes”. IEEE Transactions on Signal Processing<\/i>, Vol. 58, N. 3, pp. 1183 – 1192, March 2010. paper<\/a><\/li>\n\n\n\n
  36. J. J. Murillo-Fuentes and R. Boloix-Tortosa (2010). ”Strict Separability and Identifiability of a Class of ICA Models”. IEEE Signal Processing Letters<\/i>, Vol. 17, N. 3, Pp. 285 – 288. paper<\/a><\/li>\n\n\n\n
  37. J. J. Murillo-Fuentes and F. P\u00e9rez-Cruz, (2009). ”Gaussian Process Regressors for Multiuser Detection in DS-CDMA Systems”. IEEE Transactions on Communications<\/i>, 57(8):2339-2347, August 2009. paper<\/a><\/li>\n\n\n\n
  38. Eva Arias-de-Reyna, Jos\u00e9 Ignacio Acha-Catalina, (2009). “Blind and Efficient Serial Search Strategy for Ultra Wideband Signal Initial Acquisition”. IEEE Transactions on Vehicular Technology<\/em>, vol. 58, no. 6, pp. 3053-3057, July 2009.<\/li>\n\n\n\n
  39. F.J. Simois Tirado, J.I. Acha Catalina (2009). “Linear IIR Precoding for Non-Redundant Transmission Over Minimum-Phase Channels in Wireline Multitone Systems”. IEEE Transactions on Communications<\/em>. 2009. Vol. 57. N\u00fam. 5. Pag. 1496-1504<\/li>\n\n\n\n
  40. F. P\u00e9rez-Cruz, J. J. Murillo-Fuentes and S. Caro, (2008). ”Nonlinear Channel Equalization with Gaussian Processes for Regression”.<\/span> IEEE Transactions on Signal Processing<\/i>, 56(10-2):5283-5286, October 2008. <\/span>paper<\/a><\/li>\n\n\n\n
  41. F. P\u00e9rez-Cruz and J. J. Murillo-Fuentes, (2008). ”Digital Communication Receivers Using Gaussian Processes for Machine Learning”. Journal on Advances in Signal Processing<\/i>. Vol 2008. doi:10.1155\/2008\/491503.<\/li>\n\n\n\n
  42. Eva Arias-de-Reyna, Jos\u00e9 Ignacio Acha-Catalina, (2007). “Coarse Synchronization of Uwb Signals in the Dense Multipath Channel Based on the Golden Section”. Journal of the Franklin Institute<\/em>, vol. 344, no. 2, pp. 128-151, 2007.<\/li>\n\n\n\n
  43. Antonio A. D’Amico, Umberto Mengali, Eva Arias-de-Reyna, (2007). “Energy-Detection Uwb Receivers With Multiple Energy Measurements”, vol. 6, no. 7, pp. 2652-2659, July 2007.<\/li>\n\n\n\n
  44. Juan. J. Murillo-Fuentes (2007). ”Independent component analysis in the blind watermarking of digital image”, <\/span>Neurocomputing<\/i> Vol. 70, Pp. 2881-2890, 2007. <\/span>paper<\/a><\/li>\n\n\n\n
  45. Vicente Zarzoso, Juan J. Murillo-Fuentes, Rafael Boloix-Tortosa, Asoke K. Nandi (2006). ”Optimal pairwise fourth-order independent component analisis”. IEEE Transactions on Signal Processing<\/i>, vol. 54, pp. 3049-3063. 2006. paper<\/a> (See code<\/a> section)<\/li>\n\n\n\n
  46. Eva Arias-de-Reyna, Jos\u00e9 Ignacio Acha-Catalina, (2005). “Non-Data-Aided and Non-Timing-Directed Feedforward Frequency Acquisition for Linear Digital Modulations”. IEEE transactions on consumer electronics<\/em>, vol. 51, no. 2, pp. 438-441 , May 2005.<\/li>\n\n\n\n
  47. J.J. Murillo-Fuentes (2005). ”Robust Blind Image Watermarking with independent component analysis: an embedding algorithm”. Lectures notes on computer science<\/i>, vol. 3512, pp. 1100-1107, 2005. paper<\/a><\/li>\n\n\n\n
  48. J.J. Murillo-Fuentes (2004). ”Independent component analysis in the watermarking of digital images”. Lectures Notes on Computer Science<\/i>, vol. 3195, pp. 938-945, 2004. paper<\/a><\/li>\n\n\n\n
  49. R. Boloix-Tortosa, J.J. Murillo-Fuentes (2004). ”Blind Source Separation in the Adaptive Reduction of Inter-Channel Interference for OFDM”. Lectures notes on computer science<\/i>, vol. 3195, Pp. 1142-1149, 2004. paper<\/a><\/li>\n\n\n\n
  50. Juan J. Murillo-Fuentes and Francisco J. Gonz\u00e1lez-Serrano (2004).”A sinusoidal contrast function for the blind separation of statistically independent sources”, IEEE Transactions on Signal Processing<\/i>. vol. 52, n 12, pp. 3459-3463, 2004. paper<\/a><\/li>\n\n\n\n
  51. Antonio J. Caama\u00f1o, Rafael Boloix-Tortosa, Javier Ramos and Juan J. Murillo-Fuentes (2004). “Hybrid Higher Order Statistics Learning in Multiuser Detection”. IEEE Transactions on System, Man and Cybernetics, Part C<\/i>. vol. 34, n. 4, pp. 417-423, 2004. paper<\/a><\/li>\n\n\n\n
  52. Eva Arias-de-Reyna, Jos\u00e9 Ignacio Acha-Catalina, (2003). “A New Method for Designing Efficient Linear Phase Recursive Filters”. Digital signal processing, <\/em>vol. 14, no. 1, pp. 1-17, 2004.<\/li>\n\n\n\n
  53. Juan. J. Murillo-Fuentes and Francisco J. Gonz\u00e1lez-Serrano, (2002), ”Median equivariant adaptive separation via independence: application to communications” <\/span>Neurocomputing<\/i>. Vol 49, issue 1-4, pp 389-409. 2002. <\/span> paper<\/a><\/li>\n\n\n\n
  54. Francisco J. Gonz\u00e1lez-Serrano and Juan J. Murillo-Fuentes, (2001). Adaptive Nonlinear Compensation for CDMA Communication Systems. IEEE Transactions on Vehicular Technology<\/em>, Vol 50. N\u00ba 1, 34-42, Jan 2001. paper<\/a><\/li>\n\n\n\n
  55. Francisco J. Gonz\u00e1lez-Serrano, Juan J. Murillo-Fuentes and Antonio Art\u00e9s-Rodriguez, (2001). “GCMAC-Based Predistortion for Digital Modulations”. IEEE Transactions on Communications<\/em>, Vol 49, N\u00ba 9, pp 1679-1689, Sep 2001. paper<\/a><\/li>\n\n\n\n
  56. J.J. Murillo-Fuentes and F. J. Gonz\u00e1lez-Serrano (2000). ”Improving stability in blind source separation with the stochastic median gradient”. IEE Electronic Letters<\/i>, V. 36, N\u00ba 19, pp 1662-1663, September 2000. paper<\/a><\/li>\n\n\n\n
  57. F.J. Gonz\u00e1lez-Serrano, A.R. Figueiras-Vidal and J.J. Murillo-Fuentes, (1999). Compensation for Nonlinearities in Third-Generation Mobile Systems. IEE Electronics Letters<\/em>, Vol. 35. No.13. pp 1044-46. June 1999. paper<\/a><\/li>\n\n\n\n
  58. Ollero, B Arr\u00fae, J.R. Mart\u00ednez, J.J. Murillo (1999). ”False Alarm Reduction Components A System for Infrared Detection Of Forest Fire”. Control Engineering Practice<\/i>. Pergamon Press. Vol. 7, pp. 123-131. 1999. paper<\/a><\/li>\n<\/ol>\n\n\n\n

    Book Chapters<\/h2>\n\n\n\n