Publications

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Conference Papers
2004
I. Santamaría, J. Vía, and C. C. Gaudes, "Robust blind identification of SIMO channels: a support vector regression approach", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), Montreal, Canada, IEEE, 2004. PDF icon PDF Version (271.38 KB)
2003
D. Luengo, I. Santamaría, L. Vielva, and 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. PDF icon PDF Version (1.08 MB)
M. Lázaro, I. Santamaría, F. Pérez-Cruz, and A. Artés, "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. PDF icon PDF Version (191.18 KB)
E. Alonso, J. A. Guerra, J. Pérez, and O. Lücke, "The MOBILITY project", The 12th IST Summit on Mobile and Wireless Communications, Aveiro, Portugal, June, 2003. PDF icon PDF Version (451.15 KB)
I. Santamaría, J. Ibáñez, L. Vielva, and 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. PDF icon PDF Version (79.67 KB)
M. Lázaro, I. Santamaría, C. Pantaleón, D. Erdogmus, K. E. Hild II, and J. C. Príncipe, "Blind equalization by sampled PDF fitting", 4th Int. Symposium on Independent Component Analisys and BSS, Nara, Japan, April, 2003. PDF icon PDF Version (108.14 KB)
O. Lücke, J. Pérez, J. A. Guerra, A. Rodríguez, and V. Gennatos, "The MOBILITY project - Providing DVB-S services on the move", The 21th AIAA International Communications Satellite Systems Conference (ICSSC 03), Yokohama, Japan, April, 2003. PDF icon PDF Version (939.71 KB)
J. Ibáñez, C. Pantaleón, L. Vielva, and I. Santamaría, "Teaching digital communications: A DSP approach", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2003), Hong Kong, China, April, 2003. PDF icon PDF Version (364.64 KB)
M. Lázaro, I. Santamaría, C. Pantaleón, D. Erdogmus, and J. C. Príncipe, "Matched PDF-based blind equalization", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2003), Hong Kong, China, April, 2003. PDF icon PDF Version (67.53 KB)
2002
J. Ibáñez, C. Pantaleón, J. Díez, and I. Santamaría, "Spline pulse-shaping with ISI-free matched filter receiver", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September, 2002. PDF icon PDF Version (174.3 KB)
L. Vielva, I. Santamaría, C. Pantaleón, J. Ibáñez, D. Erdogmus, and J. C. Príncipe, "Estimation of the mixing matrix for underdetermined blind source separation using spectral estimation techniques", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September, 2002. PDF icon PDF Version (328.16 KB)
D. Luengo, C. Pantaleón, and I. Santamaría, "Bayesian estimation of discrete chaotic signals by MCMC", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September, 2002. PDF icon PDF Version (145.58 KB)
I. Santamaría, C. Pantaleón, L. Vielva, and J. C. Príncipe, "Adaptive blind equalization through quadratic pdf matching", XI European Signal Processing Conference (Eusipco 2002), Toulouse, France, September, 2002. PDF icon PDF Version (436.58 KB)
L. Vielva, D. Erdogmus, C. Pantaleón, I. Santamaría, J. A. Pereda, and J. C. Príncipe, "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. PDF icon PDF Version (456.11 KB)
C. Pantaleón, L. Vielva, D. Luengo, and 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. PDF icon PDF Version (419.06 KB)
I. Santamaría, C. Pantaleón, L. Vielva, and J. C. Príncipe, "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. PDF icon PDF Version (426.98 KB)
2001
J. Alonso, J. Pérez, L. González, V. Schena, and M. Holzbock, "SUITED vehicular Ka band satellite terminal", IST Mobile Communications Summit, Barcelona, Spain, September, 2001. PDF icon PDF Version (746.19 KB)
J. Alonso, J. Pérez, J. A. Guerra, J. R. López, and A. M. Molina, "MOBILITY antenna for Ku band satellite terminal on board ships", IST Mobile Communications Summit, Barcelona, Spain, September, 2001. PDF icon PDF Version (661.05 KB)
M. Lázaro, I. Santamaría, and 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. PDF icon PDF Version (271.04 KB)
I. Santamaría, C. Pantaleón, and J. C. Príncipe, "Minimizing BER in DFEs with the Adatron Algorithm", Neural Networks for Signal Processing XI (NNSP 2001), Falmouth, MA, USA, September, 2001. PDF icon PDF Version (164.35 KB)
D. Luengo, C. Pantaleón, and I. Santamaría, "Competitive Chaotic AR(1) Model Estimation", Neural Networks for Signal Processing XI (NNSP 2001), Falmouth, MA, USA, September, 2001. PDF icon PDF Version (207.4 KB)
M. Lázaro, I. Santamaría, and 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. PDF icon PDF Version (161.58 KB)
C. Pantaleón, D. Luengo, and 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. PDF icon PDF Version (127.01 KB)
2000
I. Santamaría, A. Artés, R. González, and C. Pantaleón, "A Data Adaptive Regularization Method for Line Spectrum Estimation", European Signal Processing Conference (EUSIPCO 2000), Tampere, Finland, September, 2000. PDF icon PDF Version (173.78 KB)
C. Pantaleón, D. Luengo, and I. Santamaría, "An Efficient Method for Chaotic Signal Parameter Estimation", European Signal Processing Conference (EUSIPCO 2000), Tampere, Finland, September, 2000. PDF icon PDF Version (130.48 KB)
C. Pantaleón, D. Luengo, and I. Santamaría, "Optimal Estimation of a Class of Chaotic Signals", 5th International Conference on Signal Processing, Beijing, China, August, 2000. PDF icon PDF Version (74.95 KB)
A. Mediavilla, A. Tazón, J. A. Pereda, M. Lázaro, I. Santamaría, and C. Pantaleón, "Neuronal Architecture for Waveguide Inductive Iris Bandpass Filter Optimization", IEEE International Joint Conference on Neural Networks (IJCNN 2000), Como, Italy, July, 2000. PDF icon PDF Version (106.88 KB)
M. Lázaro, I. Santamaría, C. Pantaleón, C. Navarro, A. Tazón, and 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. PDF icon PDF Version (571.33 KB)
C. Pantaleón, D. Luengo, and 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. PDF icon PDF Version (124.29 KB)
J. Ibáñez, C. Pantaleón, I. Santamaría, T. Fernández, and D. Martínez, "Nonlinearity Estimation in Power Amplifiers Based on Undersampled Temporal Data", IEEE Instrumentation and Measurement Technology Conference, Baltimore, Maryland, USA, May, 2000. PDF icon PDF Version (163.69 KB)
M. Lázaro, I. Santamaría, and 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. PDF icon PDF Version (151.18 KB)
M. Lázaro, I. Santamaría, and 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. PDF icon PDF Version (419.53 KB)
O. Gutiérrez, I. González, F. Saez de Adana, J. Pérez, and M. F. Cátedra, "Radio coverage study of airports using GTD/UTD techniques", AP2000 Millennium Conference on Antennas and Propagation, Davos, Switzerland, April, 2000. PDF icon PDF Version (271.52 KB)
O. Gutiérrez, I. González, F. Saez de Adana, J. Pérez, and M. F. Cátedra, "Application of GTD/UTD to the analysis of antennas on board the ISS", AP2000 Millennium Conference on Antennas and Propagation, Davos, Switzerland, April, 2000. PDF icon PDF Version (215.74 KB)
1997
I. Santamaría, C. Pantaleón, and 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. PDF icon PDF Version (143.33 KB)
D. Luengo, C. Pantaleón, I. Santamaría, J. Ibáñez, and E. Gómez, "Simultaneous Sampling by Digital Phase Correction", IEEE Instrumentation and Measurement Technology Conference, Ottawa, Canada, May, 1997. PDF icon PDF Version (308.23 KB)
R. González, I. Santamaría, C. Pantaleón, J. Ibáñez, and 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. PDF icon PDF Version (152.06 KB)
1994
I. Santamaría, and A. R. Figueiras-Vidal, "Sparse Deconvolution Using Gaussian Mixtures", Sixth IEEE Digital Signal Proc. Workshop, Yosemite, USA, October, 1994. PDF icon PDF Version (309.01 KB)
I. Santamaría, and A. R. Figueiras-Vidal, "Some Weighted Objective Approaches for Sparse Deconvolution", Seventh European Signal Proc. Conf., Edinburgh, Scotland, September, 1994. PDF icon PDF Version (151.6 KB)
A. Malanda, I. Santamaría, and 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. PDF icon PDF Version (223.6 KB)
1992
I. Santamaría, and A. R. Figueiras-Vidal, "A Linearized Search to Refine Frequency Estimates", 2nd Cost 229 Workshop on Adaptive Algorithms in Communications, Bordeaux, France, September, 1992. PDF icon PDF Version (165.21 KB)
Books
M. F. Cátedra, and J. Pérez, Cell planning for wireless communications, , Boston, MA, (USA), Artech House, 1999.
Book Chapters
S. Van Vaerenbergh, and I. Santamaría, "Online Regression with Kernels", Regularization, Optimization, Kernels, and Support Vector Machines, no. Machine Learning & Pattern Recognition Series, New York, Chapman and Hall/CRC, pp. 477-501, 2014. PDF icon PDF Version (298.16 KB)
D. Luengo, and I. Santamaría, "Asymptotically Optimal Estimators for Chaotic Digital Communications", Chaotic Signal in Digital Communications, M Eisencraft, R. Attux, R. Suyama (Eds.), Boca Raton, FL, USA, CRC Press, Taylor and Francis Group, 2013. PDF icon PDF Version (331.15 KB)

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