Ignacio Santamaría's Publications
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All BibTeX entries of journals and international conferences
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Books and book chapters
J. Vía, I. Santamaría y J. Ibáñez. “Blind Channel Estimation in Space-Time Block Coded Systems”, Handbook of advancements in smart antenna technologies for wireless networks, Idea Group Inc., USA, 2008.
S. Van Vaerenbergh and I. Santamaría, “A Spectral Clustering Approach for Blind Decoding of MIMO Transmissions over Time-Correlated Fading Channels”, Intellingent Systems: Techniques and Applications, Evor Hines et. al (Eds.), Shaker Publishing, The Netherlands, 2008.
Journal publications
[ 2010,2009,2008,2007,2006,2005,2004,2003,2002,2001,2000,Before 2000 ]2010
J. Vía, D. Ramírez and I. Santamaría, "Properness and Widely Linear Processing of Quaternion Random Vectors", IEEE Transactions on Information Theory (to appear), 2010
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J. Vía, I. Santamaría, V. Elvira and R. Eickhoff, "A General Criterion for Analog Tx-Rx Beamforming under OFDM Transmissions", IEEE Transactions on Signal Processing (to appear), 2010
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2009
R. Eickhoff, R. Kraemer, I. Santamaría and L. Gonzalez, "Developing Energy Efficient MIMO Radios", IEEE Vehicular Technology Magazine, pp.34-41, March 2009
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J. Vía, I. Santamaría and J. Pérez, "Code Combination for Blind Channel Estimation in General MIMO-STBC Systems", EURASIP Journal on Advances in Signal Processing, 2009
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J. Pérez, J. Ibáñez, J. Vía and I. Santamaría, "Performance Analysis of SNR-Based Scheduling Policies in Asymmetric Broadcast Ergodic Fading Channel", EURASIP Journal on Wireless Communications and Networking, 2009
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J. Vía, I. Santamaría, J. Pérez and L. Vielva, "A New Subspace Method for Blind Estimation of Selective MIMO-STBC Channels", Wireless Communications and Mobile Computing (to appear), 2009
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2008
J. Vía and I. Santamaría, "Correlation Matching Approaches for Blind OSTBC Channel Estimation", IEEE Transactions on Signal Processing, vol.56, no.12, pp.5950-5961, December 2008
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D. Ramírez, I. Santamaría, J. Pérez, J. Vía, J. A. García-Naya, T. M. Fernández-Caramés, H. Pérez-Iglesias, M. González López, L. Castedo and J. M. Torres-Royo, "A comparative study of STBC transmissions at 2.4 GHz over indoor channels using a 2 × 2 MIMO testbed", Wireless Communications and Mobile Computing, vol.8, no.9, pp.1149-1164, November 2008
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S. Van Vaerenbergh, J. Vía and I. Santamaría, "Adaptive kernel canonical correlation analysis algorithms for nonparametric identification of Wiener and Hammerstein systems", EURASIP Journal on Advances in Signal Processing, April 2008
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J. Vía and I. Santamaría, "On the blind identifiability of orthogonal space-time block codes from second order statistics", IEEE Transactions on Information Theory, vol.54, no.2, pp.709-722, February 2008
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2007
J. Vía, I. Santamaría and J. Pérez, "Deterministic CCA-based algorithms for blind equalization of FIR-MIMO channels", IEEE Transactions on Signal Processing, vol.55, no.7, pp.3867-3878, July 2007
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S. Van Vaerenbergh, J. Vía and I. Santamaría, "Nonlinear System Identification using a New Sliding-Window Kernel RLS Algorithm", Journal of Communications, vol.2, no.3, pp.1-8, May 2007
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C.C. Gaudes, I. Santamaría, J. Vía, E. Masgrau and T. Sese, "Robust array beamforming with sidelobe control using support vector machines", IEEE Transactions on Signal Processing, vol.55, no.2, pp.574-584, February 2007
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J. Pérez, J. Ibáñez, L. Vielva, D. J. Pérez-Blanco and I. Santamaría, "Tight closed-form approximation for the ergodic capacity of orthogonal STBC", IEEE Transactions on Wireless Communications, vol.6, no.2, pp.452-457, February 2007
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J. Vía, I. Santamaría and J. Pérez, "A learning algorithm for adaptive canonical correlation analysis of several data sets", Neural Networks, vol.20, no.1, pp.139-152, January 2007
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2006
J. Vía, I.Santamaría and J.Pérez, "Effective channel order estimation based on combined identification / equalization", IEEE Transactions on Signal Processing, vol.54, no.9, pp.3518-3526, September 2006
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I. Santamaría, P.P. Pokharel and J. C. Principe, "Generalized correlation function: definition, properties and application to blind equalization", IEEE Transactions on Signal Processing, vol.54, no.6, pp.2187-2196, June 2006
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S. Van Vaerenbergh and I.Santamaría, "A spectral clustering approach to underdetermined post-nonlinear blind source separation of sparse sources", IEEE Transactions on Neural Networks, vol.17, no.3, pp.811-814, May 2006
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D. Ramírez and I. Santamaría, "Regularised approach to detection of constant modulus signals in MIMO channels", Electronic Letters, vol.42, no.3, pp.184-186, February 2006
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2005
J. Pérez, J. Ibáñez, L. Vielva and I. Santamaría, "Closed-form approximation for the outage capacity of orthogonal STBC", IEEE Communications Letters, vol.9, no.11, pp.961-963, November 2005
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M. Lázaro, I. Santamaría, D. Erdogmus, K.E. Hild II, C. Pantaleón and J. C. Principe, "Stochastic blind equalization based on pdf fitting using Parzen estimator", IEEE Transactions on Signal Processing, vol.53, no.2, pp.696-704, February 2005
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D. Luengo, I. Santamaría and L. Vielva, "A general solution to blind inverse problems for sparse input signals: deconvolution, equalization and source separation", Neurocomputing, vol.69, pp.198-215, 2005
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M. Lázaro, I. Santamaría, F. Pérez-Cruz and A. Artes, "Support vector regression for the simultaneous learning of a multivariate function and its derivatives", Neurocomputing, vol.69, pp.42-61, 2005
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2004
J. Pérez, J. Ibáñez, L. Vielva and I. Santamaría, "Approximate closed-form expression for the ergodic capacity of polarisation-diversity MIMO systems", Electronic Letters, vol.40, no.19, pp.1192-1194, September 2004
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D. Erdogmus, K. E. Hild II, J. C. Príncipe, M. Lázaro and I. Santamaría, "Adaptive blind deconvolution of linear channels using Renyi entropy with Parzen windowing estimation", IEEE Transactions on Signal Processing, vol.52, no.6, pp.1489-1498, June 2004
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I. Santamaría, C. Pantaleón, L. Vielva and J. Ibáñez, "Blind equalization of constant modulus signals using support vector machines", IEEE Transactions on Signal Processing, vol.52, no.6, pp.1773-1782, June 2004
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D. Luengo, C. Pantaleón, I. Santamaría, L. Vielva and J. Ibáñez, "Multiple Composite Hypotheses Testing: A Competitive Approach", Journal of VLSI Signal Processing-Systems for Signal, Image, and Video Technology, (Ed. Kluwer), vol.37, pp.319-331, June 2004
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J. Díez, C. Pantaleón, L. Vielva, I. Santamaría and J. Ibáñez, "A simple expression for the design of spread-spectrum code acquisition systems in the presence of carrier-frequency offset", IEEE Transactions on Communications, vol.52, no.4, pp.550-552, April 2004
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F. Cruz-Roldán, I. Santamaría and A. M. Bravo, "A frequency sampling design of prototype filters for nearly perfect reconstruction cosine-modulated filterbanks", IEEE Signal Processing Letters, vol.11, no.3, pp.397-400, March 2004
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2003
I. Santamaría, J. Ibáñez, M. Lázaro, C. Pantaleón and L. Vielva, "Modeling nonlinear power amplifiers in OFDM systems form subsampled data: A comparative study using real measurements", EURASIP Journal on Applied Signal Processing,, vol.12, pp.1219-1228, November 2003
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I. Santamaría, "Design of linear-phase filters using a support vector regression approach", Electronic Letters, vol.39, no.19, pp.1422-1423, September 2003
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D. Luengo, I. Santamaría, J. Ibáñez, L. Vielva and C. Pantaleón, "A Fast Blind SIMO Channel Identification Algorithm for Sparse Sources", IEEE Signal Processing Letters, vol.19, no.5, pp.148-151, May 2003
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M. Lázaro, I. Santamaría and C. Pantaleón, "A New EM-Based Training Algorithm for RBF Networks", Neural Networks, vol.16, no.1, pp.69-77, 2003
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M. Lázaro, I. Santamaría, C. Pantaleón, J. Ibáñez and L. Vielva, "A regularized technique for the simultaneous reconstruction of a function and its derivatives with application to nonlinear transistor modeling", Signal Processing, vol.83, pp.1859-1870, 2003
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I.Santamaría, R. González, C. Pantaleón and J. C. Principe, "Maximum Margin Equalizers Trained with the Adatron Algorithm", Signal Processing, vol.83, pp.593-602, 2003
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C. Pantaleón, L. Vielva, D. Luengo and I. Santamaría, "Bayesian Estimation of Chaotic Signals Generated by Piecewise-Linear Maps", Signal Processing, vol.84, pp.659-664, 2003
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2002
I. Santamaría, D. Erdogmus and J. C. Principe, "Entropy Minimization for Supervised Digital Communications Channel Equalization", IEEE Transactions on Signal Processing, vol.50, no.5, pp.1184-1192, May 2002
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2001
M. Lázaro, I. Santamaría and C. Pantaleón, "Neural Networks for Large and Small-Signal Modeling of MESFET/HEMT Transistors", IEEE Transactions on Instrumentation and Measurement, vol.50, no.6, pp.1587-1593, December 2001
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J. Ibáñez, C. Pantaleón, I. Santamaría, T. Fernández and D. Martínez, "Nonlinearity Estimation in Power Amplifiers Based on Subsampled Temporal Data", IEEE Transactions on Instrumentation and Measurement, vol.50, no.4, pp.882-887, August 2001
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A. Mediavilla, A. Tazón, J. A. Pereda, M. Lázaro, I. Santamaría and C. Pantaleón, "High Speed Analysis and Optimization of Waveguide Band-Pass Filter Structures using Simple Neural Architectures", Microwave Journal, vol.44, no.6, pp.86-98, June 2001
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M. Lázaro, I. Santamaría, C. Pantaleón, A. Mediavilla, A. Tazón and C. Navarro, "Smoothing the Canonical Piecewise Linear Model: An Efficient and Derivable Large-Signal Model for MESFET/HEMT Transistors", IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, vol.48, no.2, pp.184-192, February 2001
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2000
I. Santamaría, C. Pantaleón and J. Ibáñez, "A Comparative Study of High-Accuracy Frequency Estimation Methods", Mechanical Systems and Signal Processing, vol.14, no.5, pp.819-834, September 2000
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C. Pantaleón, D. Luengo and I. Santamaría, "Optimal Estimation of Chaotic Signals Generated by Piecewise-Linear Maps"", IEEE Signal Processing Letters, vol.7, no.8, pp.235-237, August 2000
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D. Luengo, C. Pantaleón, J. Ibáñez and I. Santamaría, "Design of Simultaneous Sampling Systems Based on Fractional Delay Lagrange Filters", IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, vol.47, no.5, pp.482-485, May 2000
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Before 2000
J. M. López-Higuera, A. Cobo, M. A. Morante, F. J. Madruga, I. Santamaría, C. Pantaleón and J. Ibáñez, "Optical Sensors and Their Fusion in a Quasi-Smart Structure for Real-Time Monitoring and Predictive Maintenance of Large Power Electric Power Generators", Journal of Intelligent Material Systems and Structures, vol.9, no.11, pp.938-946, November 1999
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I. Santamaría, C. Pantaleón, J. Ibáñez and A. Artés, "Deconvolution of Seismic Data Using Adaptive Gaussian Mixtures", IEEE Transactions on Geoscience and Remote Sensing, vol.37, no.2, pp.855-858, March 1999
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J. A. García, A. Tazón, A. Mediavilla, I. Santamaría, M. Lázaro, C. Pantaleón and J. C. Pedro, "Modeling MESFETs and HEMTs Intermodulation Distortion Behavior Using a GRBF Network", International Journal of RF and Microwave Computer-Aided Design, vol.9, pp.261-276, 1999
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I. Santamaría, M. Lázaro, C. Pantaleón, J. A. García, A. Tazón and A. Mediavilla, "A Nonlinear MESFET Model for Intermodulation Analysis Using a Generalized Radial Basis Function Network", Neurocomputing, vol.25, pp.1-18, 1999
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I. Santamaría, C. Pantaleón, J. Ibáñez and E. Gómez, "Improved Procedures for Estimating Amplitudes and Phases of Harmonics with Application to Vibration Analysis", IEEE Transactions on Instrumentation and Measurement, vol.47, no.1, pp.209-214, February 1998
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C. Pantaleón, I. Santamaría and A. R. Figueiras-Vidal, "Competitive Local Linear Modeling", Signal Processing (EURASIP), vol.49, pp.73-83, 1996
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I. Santamaría, C. Pantaleón and A. Artés, "Sparse Deconvolution Using Adaptive Mixed-Gaussian Models", Signal Processing (EURASIP), vol.54, pp.161-172, 1996
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International conferences
[ 2009,2008,2007,2006,2005,2004,2003,2002,2001,2000,Before 2000 ]2009
S. Van Vaerenbergh, I. Santamaría, P.E. Barbano, U. Ozertem y D. Erdogmus, "Path-Based Spectral Clustering for Decoding Fast Time-Varying MIMO Channels", 2009 International Workshop on Machine Learning for Signal Processing (MLSP), Grenoble, France, September 2009
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D. Ramírez, J. Vía y I. Santamaría, "Coherent Fusion of Information for Optimal Detection in Sensor Networks", IEEE Workshop on Statistical Signal Processing (SSP 09), Cardiff, UK, September 2009
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D. Ramírez, J. Vía, I. Santamaría y P. Crespo, "Entropy and Kullback-Leibler divergence estimation based on Szegö´s Theorem", 17th European Signal Processing Conference (EUSIPCO 2009), Glasgow, Scotland, August 2009
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J. Vía, V. Elvira, J. Ibáñez y I. Santamaría, "Optimal Precoding for a Novel RF-MIMO Scheme in Transmit Correlated Rayleigh Channels", 10th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2009), Perugia, Italy, June 2009
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O. Gago, L. Gonzalez, R. Eickhoff y I. Santamaría, "MIFA: Modified IFA Radiating Element for Small Handheld Devices", ICT-MobileSummit 2009, Santander, Spain, June 2009
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R. Eickhoff, U. Mayer, F. Ellinger, I. Santamaría y L. Gonzalez, "Performance Evaluation of Wireless MIMO Radios", ICT-MobileSummit 2009, Santander, Spain, June 2009
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F. Gholam, J. Vía, I. Santamaría, M. Wickert y R. Eickhoff, "Simplified Architectures for Analogue Antenna Combining", ICT-MobileSummit 2009, Santander, Spain, June 2009
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M. Wickert, U. Mayer, R. Eickhoff, F. Ellinger, J. Ibáñez y I. Santamaría, "Simulation Framework for Performance Evaluation of RF Antenna Combining Systems", ICT-MobileSummit 2009, Santander, Spain, June 2009
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J. Vía, V. Elvira, I. Santamaría y R. Eickhoff, "Analog Antenna Combining for Maximum Capacity under OFDM Transmissions", IEEE International Conference on Communications (ICC 2009), Dresden, Germany, June 2009
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J. Vía, V. Elvira, I. Santamaría y R. Eickhoff, "Minimum BER beamforming in the RF domain for OFDM transmissions and linear receivers", IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP 2009), Taipei, Taiwan, April 2009
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2008
S. Van Vaerenbergh, J. Vía y I. Santamaría, "A kernel canonical correlation analysis algorithm for blind equalization of oversampled Wiener systems", IEEE International Workshop on Machine Learning for Signal Processing, Cancun, Mexico, October 2008
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J. Vía, I. Santamaría y J. Pérez, "A Subspace Approach for Blind Estimation of Time-Varying Channels Under STBC Transmissions", 16th European Signal Processing Conference (EUSIPCO 2008), Lausanne, Switzerland, August 2008
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J. Vía y I. Santamaría, "Correlation and Kullback Matching Approaches: Application to Blind Channel Estimation in OSTBC Systems", 16th European Signal Processing Conference (EUSIPCO 2008), Lausanne, Switzerland, August 2008
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I. Santamaría, V. Elvira, J. Vía, D. Ramírez, J. Pérez, J. Ibáñez, R. Eickhoff y F. Ellinger, "Optimal MIMO transmission schemes with adaptive antenna combining in the RF path", 16th European Signal Processing Conference (EUSIPCO 2008), Lausanne, Switzerland, August 2008
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J. Vía, I. Santamaría y J. Pérez, "A New Subspace Algorithm for Blind Channel Estimation in Broadband Space-Time Block Coded Communication Systems", Fifth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2008), Darmstadt, Germany, July 2008
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M. Arroyo, J. Vía y I. Santamaría, "Deterministic MIMO Channel Order Estimation Based On Canonical Correlation Analysis", Fifth IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2008), Darmstadt, Germany, July 2008
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R. Eickhoff, F. Ellinger, U. Mayer, M. Wickert, I. Santamaría, R. Kraemer, L. González, P. Sperandio y T. Theodosiou, "MIMAX-Exploiting the maximum performance and minimum system costs of wireless MIMO systems", 17th ICT Mobile and Wireless Summit, Stockholm, Sweden, June 2008
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D. Ramírez, J. Vía y I. Santamaría, "Multiple-Channel Signal Detection using the Generalized Coherence spectrum", 1st IAPR Workshop on Cognitive Information Processing (CIP 2008), Santorini, Greece, June 2008
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D. Ramírez, J. Vía y I. Santamaría, "A generalization of the magnitude squared coherence spectrum for more than two signals: definition, properties and estimation", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2008), Las Vegas, USA, April 2008
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2007
S. Van Vaerenbergh, E. Estébanez y I. Santamaría, "A Spectral Clustering Algorithm for Decoding Fast Time-Varying BPSK MIMO", 15th European Signal Processing Conference (EUSIPCO 2007), Poznan, Poland, September 2007
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J. Vía, I. Santamaría, A. Sezgin y A. J. Paulraj, "SOS-based blind channel estimation in multiuser space-time block coded systems", 15th European Signal Processing Conference (EUSIPCO 2007), Poznan, Poland, September 2007
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J. A. García-Naya, T. M. Fernández-Caramés, H. J. Pérez-Iglesias, M. González-López, L. Castedo, D. Ramírez, I. Santamaría, J. Pérez, J. Vía y J. M. Torres-Royo, "Performance of STBC transmissions with real data", 16th IST Mobile & Wireless Communications Summit, Budapest, Hungary, July 2007
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J. Pérez, J. Ibáñez y I. Santamaría, "Exact closed-form expressions for the sum capacity and individual users rates in broadcast ergodic Rayleigh fading channels", Eighth IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2007), Helsinki, Finland, June 2007
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J. Vía, I. Santamaría, A. Sezgin y A. J. Paulraj, "SOS-Based blind channel estimation under space-time block coded transmissions", Eighth IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2007), Helsinki, Finland, June 2007
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I. Santamaría y J. Vía, "Estimation of the magnitude squared coherence spectrum based on reduced-rank canonical coordinates", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2007), Hawaii, USA, April 2007
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J. Vía y I. Santamaría, "Some results on the blind identifiability of orthogonal space-time block codes from second order statistics", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2007), Hawaii, USA, April 2007
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2006
J. Vía, I. Santamaría y J. Pérez, "Blind Identification of MIMO-OSTBC Channels combining second and higher order statistics", 14th European Signal Processing Conference (EUSIPCO 2006), Florence, Italy, September 2006
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J. Pérez, J. Ibáñez, L. Vielva y I. Santamaría, "Closed-form approximation for the outage capacity of OFDM-STBC and OFDM-SFBC systems", 14th European Signal Processing Conference (EUSIPCO 2006), Florence, Italy, September 2006
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D. Ramírez, I. Santamaría, J. Pérez, J. Vía, A. Tazón, J. A. Garcia-Naya, T. M. Fernandez-Carames, M. Gonzalez Lopez, H. J. Pérez Iglesias y L. Castedo, "A flexible testbed for the rapid prototyping of MIMO baseband modules", 3rd International Symposium on Wireless Communication Systems (ISWCS 2006), Valencia, Spain, September 2006
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J. Pérez, J. Ibáñez, L. Vielva y I. Santamaría, "Analytical approximations for the capacity of orthogonal SFBC", 3rd International Symposium on Wireless Communication Systems (ISWCS 2006), Valencia, Spain, September 2006
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S. Van Vaerenbergh, J. Vía y I. Santamaría, "Online kernel canonical correlation analysis for supervised equalization of Wiener systems", IEEE International Joint Conference on Neural Networks (IJCNN 2006), Vancouver, Canada, July 2006
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J. Vía, I. Santamaría y J. Pérez, "A sufficient condition for blind identificability of MIMO-OSTBC channels based on second order statistics", Seventh IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2006), Cannes, France, June 2006
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S. Van Vaerenbergh, J. Vía y I. Santamaría, "A sliding-window kernel RLS algorithm and its application to nonlinear channel identification", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2006), Toulouse, France, May 2006
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J. Vía, I. Santamaría, J. Pérez y D. Ramírez, "Blind decoding of MISO-OSTBC systems based on principal component analysis", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2006), Toulouse, France, May 2006
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D. Han, J. C. Principe, L. Yang, I. Santamaría y J. Vía, "Robust blind SIMO channel estimation using Adatron", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2006), Toulouse, France, May 2006
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2005
D. Luengo, I. Santamaría y L. Vielva, "Asymptotically optimal maximum-likelihood estimator of a class of chaotic signals using the Viterbi algorithm", 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey, September 2005
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U. Ozertem, D. Erdogmus y I. Santamaría, "Detection of nonlinearly distorted signals using mutual information", 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey, September 2005
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I. Santamaría, D. Erdogmus, R. Agrawal y J. C. Principe, "Robust matched filtering in the feature space", 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey, September 2005
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J. Vía y I. Santamaría, "CCA based algorithms for blind equalization of FIR MIMO systems", IEEE Workshop on Statistical Signal Processing (SSP 2005), Bordeaux, France, July 2005
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J. Vía y I. Santamaría, "Adaptive blind equalization of SIMO systems based on canonical correlation analysis", Sixth IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2005), New York, USA, June 2005
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D. Han, J. C. Principe, L. Yang, I. Santamaría y J. Vía, "Structural risk minimization for robust blind identification of sparse SIMO channels", Sixth IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2005),, New York, USA, June 2005
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J. Pérez, J. Ibáñez, L. Vielva y I. Santamaría, "Approximate closed-form expression for the ergodic capacity of MISO and SIMO systems", IEEE Vehicular Technology Conference, Spring (VTC 2005), Stockholm, Sweden, May 2005
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D. Luengo y I. Santamaría, "Secure communications using OFDM with chaotic modulation in the subcarriers", IEEE Vehicular Technology Conference, Spring (VTC 2005), Stockholm, Sweden, May 2005
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J. Vía, I. Santamaría y J. Pérez, "A robust RLS algorithm for adaptive canonical correlation analysis", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2005), Philadelphia, USA, March 2005
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2004
M. Lázaro, I. Santamaría, J. Vía y D. Erdogmus, "Blind equalization of multilevel signals using support vector machines", 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, September 2004
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J. Vía, I. Santamaría y M. Lázaro, "Blind restoration of binary signals using a line spectrum fitting approach", 12th European Signal Processing Conference (EUSIPCO 2004), Vienna, Austria, September 2004
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J. Pérez, J. Ibáñez, L. Vielva y I. Santamaría, "Capacity estimation of polarization-diversity MIMO systems in urban microcellular environments", 15th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2004), Barcelona, Spain, September 2004
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L. Vielva, I. Santamaría, J. Ibáñez, D. Erdogmus y J. C. Principe, "On the estimation of the mixing matrix for underdetermined blind source separation in an arbitrary number of dimensions", 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, September 2004
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J. Pérez, J. Ibáñez, L. Vielva y I. Santamaría, "Performance of MIMO systems based on dual polarized antennas in urban microcellular environments", IEEE Vehicular Technology Conference, Fall (VTC 2004), Los Angeles, CA, USA, September 2004
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C. C. Gaudes, J. Vía y I. Santamaría, "Robust array beamforming with sidelobe control using support vector machines", Fifth IEEE Workshop on Signal Processing Advances in Wireless Communications, (SPAWC 2004), Lisboa, Portugal, July 2004
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I. Santamaría, J. Vía y J. Merino, "SVM-based blind beamforming of constant modulus signals", International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, July 2004
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C. C. Gaudes, J. Vía y I. Santamaría, "An IRWLS procedure for robust beamforming with sidelobe control", Third IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2004), Barcelona, Spain, July 2004
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J. Ibáñez, I. Santamaría, C. Pantaleón y L. Vielva, "Parametric smoothing of spline interpolation", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2004), Montreal, Canada, May 2004
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I. Santamaría, J. Vía y C. C. Gaudes, "Robust identification of SIMO channels: A support vector regression approach", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2004), Montreal, Canada, May 2004
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2003
M. Lázaro, I. Santamaría, F. Pérez-Cruz y A. Artes, "Support Vector Machine for the simultaneous approximation of a function and its derivative", Int. Workshop on Neural Networks for Signal Processing (NNSP 2003), Toulouse, France, September 2003
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D. Luengo, I. Santamaría, L. Vielva y C. Pantaleón, "Underdetermined blind separation of sparse sources with instantaneous and convolutive mixtures", Int. Workshop on Neural Networks for Signal Processing (NNSP 2003), Toulouse, France, September 2003
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M. Lázaro, I. Santamaría, C. Pantaleón, D. Erdogmus, K. E. Hild II y J. C. Principe, "Blind equalization by sampled PDF fitting", 4th Int. Symposium on Independent Component Analisys and BSS, Nara, Japan, April 2003
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I.Santamaría, J. Ibáñez, L. Vielva y C. Pantaleón, "Blind equalization of constant modulus signals via support vector regression", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2003), Hong Kong, China, April 2003
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M. Lázaro, I. Santamaría, C. Pantaleón, D. Erdogmus y J. C. Principe, "Matched PDF-based blind equalization", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2003), Hong Kong, China, April 2003
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J. Ibáñez, C. Pantaleón, L. Vielva y I. Santamaría, "Teaching digital communications: A DSP approach", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2003), Hong Kong, China, April 2003
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2002
I. Santamaría, C. Pantaleón, L. Vielva y J. C. Principe, "Adaptive blind equalization through quadratic pdf matching", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September 2002
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D. Luengo, C.Pantaleón y I. Santamaría, "Bayesian estimation of discrete chaotic signals by MCMC", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September 2002
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L. Vielva, I. Santamaría, C. Pantaleón, J. Ibáñez, D. Erdogmus y J. C. Principe, "Estimation of the mixing matrix for uderdetermined BSS using spectral estimation techniques", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September 2002
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J. Ibáñez, C. Pantaleón, J. Diez y I. Santamaría, "Spline pulse-shaping with ISI-free matched filter receiver", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September 2002
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I. Santamaría, C. Pantaleón, L. Vielva y J. C. Principe, "A Fast Algorithm for Adaptive Blind Equalization usind order-a Renyi Entropy", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2002), Orlando, FL, USA, May 2002
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C. Pantaleón, L. Vielva, D. Luengo y I. Santamaría, "Estimation of a Certain Class of Chaotic Signals: an EM-Based Approach", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2002), Orlando, FL, USA, May 2002
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L. Vielva, D. Erdogmus, C. Pantaleón, I. Santamaría, J. A. Pereda y J. C. Principe, "Underdetermined Blind Source Separation in a Time-Varying Environment", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2002), Orlando, FL, USA, May 2002
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2001
M. Lázaro, I. Santamaría y C. Pantaleón, "A Regularized Digital Filtering Technique for the Simultaneous Reconstruction of a Function and its Derivatives", 8th International Conference on Electronics, Circuits and Systems, (ICECS2001), Malta, September 2001
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D. Luengo, C. Pantaleón y I. Santamaría, "Competitive Chaotic AR(1) Model Estimation", Neural Networks for Signal Processing XI (NNSP 2001), Falmouth, MA, USA, September 2001
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I. Santamaría, C. Pantaleón y J. C. Principe, "Minimizing BER in DFEs with the Adatron Algorithm", Neural Networks for Signal Processing XI (NNSP 2001), Falmouth, MA, USA, September 2001
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M. Lázaro, I. Santamaría y C. Pantaleón, "Accelerating the Convergence of EM-Based Training Algorithms for RBF Networks", 6th International Work Conference on Artificial and Natural Neural Networks (IWANN 2001), Granada, Spain, June 2001
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C. Pantaleón, D. Luengo y I. Santamaría, "Chaotic AR(1) Model Estimation", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2001), Salt Lake City, Utah, USA, May 2001
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2000
I. Santamaría, A. Artés, R. González y C. Pantaleón, "A Data Adaptive Regularization Method for Line Spectrum Estimation", European Signal Processing Conference (EUSIPCO 2000), Tampere, Finland, September 2000
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C. Pantaleón, D. Luengo y I. Santamaría, "An Efficient Method for Chaotic Signal Parameter Estimation", European Signal Processing Conference (EUSIPCO 2000), Tampere, Finland, September 2000
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C. Pantaleón, D. Luengo y I. Santamaría, "Optimal Estimation of a Class of Chaotic Signals", 5th International Conference on Signal Processing, Beijing, China, August 2000
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M. Lázaro, I. Santamaría, C. Pantaleón, C. Navarro, A. Tazón y T. Fernández, "A Modular Neural Network for Global Modeling of Microwave Transistors", IEEE International Joint Conference on Neural Networks (IJCNN 2000), Como, Italy, July 2000
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A. Mediavilla, A. Tazón, J. A. Pereda, M. Lázaro, I. Santamaría y C. Pantaleón, "Neuronal Architecture for Waveguide Inductive Iris Bandpass Filter Optimization", IEEE International Joint Conference on Neural Networks (IJCNN 2000), Como, Italy, July 2000
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C. Pantaleón, D. Luengo y I. Santamaría, "Bayesian Estimation of a Class of Chaotic Signals", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2000), Istanbul, Turkey, June 2000
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M. Lázaro, I. Santamaría y C. Pantaleón, "Neural Networks for Large and Small-Signal Modeling of MESFET/HEMT Transistors: A Comparative Study", IEEE Instrumentation and Measurement Technology Conference, Baltimore, Maryland, USA, May 2000
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J. Ibáñez, C. Pantaleón, I. Santamaría, T. Fernández y D. Martínez, "Nonlinearity Estimation in Power Amplifiers Based on Undersampled Temporal Data", IEEE Instrumentation and Measurement Technology Conference, Baltimore, Maryland, USA, May 2000
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M. Lázaro, I. Santamaría y C. Pantaleón, "A Smooth and Derivable Large-Signal Model for Microwave HEMT Transistors", The IEEE International Symposium on Circuits and Systems, Geneva, Switzerland, May 2000
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Before 2000
D. Luengo, C. Pantaleón, I. Santamaría, J. Ibáñez, C. López-Salaverri, F. Madruga, A. Cobo y J. M. López-Higuera, "A Novel Simultaneous Sampling Technique and its Application to Multipoint Optical Fibre Sensor Accelerometers", 9th International Conf. on Signal Processing Applications & Technology, Toronto, Canada, September 1998
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J. Ibáñez, C. Pantaleón, I. Santamaría, D. Luengo y M. Lázaro, "Specific DSP Based Monitoring System for Hydro-generator Sets", 9th International Conf. on Signal Processing Applications & Technology, Toronto, Canada, September 1998
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J.M. López-Higuera, I. Santamaría, A. Cobo, C. Pantaleón, M. Morante, J. Ibáñez y J. Echevarría, "Quasi-Smart Optical Fibre Sensor System for Real Time and Predictive Monitoring on Large Rotating Machinery", European Conf. on Lasers and Electro-Optics CLEO/Europe 98, Glasgow, Scotland (UK), September 1998
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I. Santamaría, C. Pantaleón y A.R. Figueiras-Vidal, "Joint Segmentation and AR Modeling of Quasistationary Signals Using the EM Algorithm", IEEE Workshop on Nonlinear Signal and Image Processing, Mackinac Island, Michigan, September 1997
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R. González, I. Santamaría, C. Pantaleón, J. Ibáñez y E. Gómez, "Improved Procedures for Estimating Amplitudes and Phases of Harmonics with Application to Vibration Analysis", IEEE Instrumentation and Measurement Technology Conference, Ottawa, Canada, May 1997
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D. Luengo, C. Pantaleón, I. Santamaría, J. Ibáñez y E. Gómez, "Simultaneous Sampling by Digital Phase Correction", IEEE Instrumentation and Measurement Technology Conference, Ottawa, Canada, May 1997
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F. Arregui, E. Gómez, C. Mazzieri, P. Mottier, J. L. García, J. M. López-Higuera, C. Pantaleón, I. Santamaría, A. Lucifredi y M. Rossi, "A Monitoring and Protection for Hydro Turbine and Generator Sets", Colloquium on Maintenance and Refurbishment of Utility Turbogenerators, Hydrogenerators and Large Motors, Florence, Italy, April 1997
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I. Santamaría, C. Pantaleón, F. Díaz de María y A. Artés, "A New Inverse Filter Criterion for Blind Deconvolution of Spiky Signals Using Gaussian Mixtures", Proc. of the 1996 IEEE Int. Conf. on Acoust., Speech, and Signal Processing, Atlanta, USA, May 1996
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F. Arregui, C. Mazzieri, C. Pantaleón, E. Gómez, P. Mottier, J. Marcou, J. L. García, I. Santamaría, J. M. López-Higuera y F. Viadero, "Protection and Monitoring System for Hidroelectric Generating Sets", Proceedings of EUROMAINTENANCE 96, Copenhagen, Denmark, May 1996
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I. Santamaría y A. R. Figueiras-Vidal, "Sparse Deconvolution Using Gaussian Mixtures", Sixth IEEE Digital Signal Proc. Workshop, Yosemite, USA, October 1994
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I. Santamaría y A. R. Figueiras-Vidal, "Some Weighted Objective Approaches for Sparse Deconvolution", Seventh European Signal Proc. Conf., Edinburgh, Scotland, September 1994
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A. Malanda, I. Santamaría y A.R. Figueiras-Vidal, "A Genetic Approach to Sparse Deconvolution", 4th Cost 229 Workshop on Adaptive Methods and Emergent Techniques for Signal proc. and Comm., Ljubljana, Slovenia, April 1994
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I. Santamaría y A. R. Figueiras-Vidal, "A Linearized Search to Refine Frequency Estimates", 2nd Cost 229 Workshop on Adaptive Algorithms in Communications, Bordeaux, France, September 1992
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