Publications

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Conference Paper
Scardapane, S., S. Van Vaerenbergh, D. Comminiello, S. Totaro, and A. Uncini, "Recurrent Neural Networks With Flexible Gates Using Kernel Activation Functions", IEEE International Workshop on Machine Learning for Signal Processing, Aalborg, Denmark, IEEE, September, 2018.
Soleymani, M., I. Santamaría, B. Maham, and P. J. Schreier, "Rate Region of the K-user MIMO Interference Channel with Imperfect Transmitters", European Signal Processing Conference (EUSIPCO 2020), Amsterdamd, The Netherlands, pp. 1638-1642, August, 2020. PDF icon PDF Version (334.76 KB)
Soleymani, M., I. Santamaría, and E. Jorswieck, "Rate region of MIMO RIS-assisted broadcast channels with rate splitting and improper signaling", International ITG 26th Workshop on Smart Antennas, Braunschweig, Germany, March, 2023. PDF icon PDF Version (356.85 KB)
Gonzalo, Á., and J. Pérez, "Rate adaptation in cognitive radio links with time-varying channels", 21st European Signal Processing Conference (EUSIPCO), Marrakech, Morocco, European Signal Processing (EURASIP) Society, September, 2013. PDF icon PDF Version (383.09 KB)
Gutiérrez, O., 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)
Fanjul, J., I. Santamaría, and C. Loucera, " A quaternion-based approach to interference alignment with Alamouti coding", IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Bilbao, Spain, IEEE, December, 2017. PDF icon PDF Version (298.15 KB)
López-Higuera, J. M., I. Santamaría, A. Cobo, C. Pantaleón, M. A. Morante, J. Ibáñez, and J. Echevarria, "Quasi-Smart Optical Fibre Sensor System for Real Time and Predictive Monitoring on Large Rotating Machinery", Conference on Lasers and Electro-Optics Europe (CLEO 1998), 1998. PDF icon PDF Version (100.47 KB)
Arregui, F., C. Mazzieri, C. Pantaleón, E. Gómez, P. Mottier, J. Marcou, J. L. García, I. Santamaría, J. M. López-Higuera, and F. Viadero, "Protection and monitoring system for hydroelectric generating sets", EUROMAINTENANCE 96, Copenhagen, Denmark, 1996. PDF icon PDF Version (193.65 KB)
Fernández-Bes, J., V. Elvira, and S. Van Vaerenbergh, "A Probabilistic Least-Mean-Squares Filter", 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Queensland, Australia, April, 2015. PDF icon PDF Version (375.31 KB)
Park, I M., S. Seth, and S. Van Vaerenbergh, "Probabilistic Kernel Least Mean Squares Algorithms", 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 05/2014. PDF icon PDF Version (383.6 KB)
Lameiro, C., Ó. González, J. Vía, I. Santamaría, and R. W. Heath Jr., "Pre- and Post-FFT Interference Leakage Minimization for MIMO OFDM Networks", The Ninth International Symposium on Wireless Communication Systems (ISWCS 2012), Paris, France, August, 2012. PDF icon PDF Version (209.65 KB)
Ramírez, D., P. J. Schreier, J. Vía, and V. V. Nikulin, "Power-CCA: Maximizing the Correlation Coefficient between the Power of Projections", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, May, 2013. PDF icon PDF Version (216.43 KB)
Fanjul, J., and I. Santamaría, "Power Minimization in Multi-tier Networks with Flexible Duplexing", IEEE Int. Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May, 2019. PDF icon PDF Version (529.8 KB)
Van Vaerenbergh, S., Ó. González, J. Vía, and I. Santamaría, "Physical Layer Authentication based on Channel Response Tracking using Gaussian Processes", 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2429--2433, May, 2014. PDF icon PDF Version (376.13 KB)
García-Naya, J. A., T. M. Fernández-Caramés, H. J. Pérez Iglesias, M. González López, L. Castedo, D. Ramírez, I. Santamaría, J. Pérez, J. Vía, and J. M. Torres-Royo, "Performance of STBC transmissions with real data", 16th IST Mobile & Wireless Communications Summit, Budapest, Hungary, July, 2007. PDF icon PDF Version (307.49 KB)
Pérez, J., J. Ibáñez, L. Vielva, and 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. PDF icon PDF Version (1.74 MB)
Eickhoff, R., U. Mayer, F. Ellinger, I. Santamaría, and L. González, "Performance Evaluation of Wireless MIMO Radios", ICT-MobileSummit 2009, Santander, Spain, June, 2009. PDF icon PDF Version (149.25 KB)
Pérez, J., J. Gutiérrez, and L. Vielva, "Performance Analysis of Transmit Antenna Selection in Broadcast MISO Channels", 2009 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, Bilbao, Spain, May, 2009. PDF icon PDF Version (88.03 KB)
Lameiro, C., I. Santamaría, and P. J. Schreier, "Performance analysis of maximally improper signaling for multiple-antenna systems", IEEE Wireless Communications and Networking Conference (WCNC), Barcelona, Spain, April, 2018. PDF icon PDF Version (234.42 KB)
Van Vaerenbergh, S., I. Santamaría, V. Elvira, and M. Salvatori, "Pattern Localization in Time Series through Signal-To-Model Alignment in Latent Space", 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Alberta, Canada, IEEE, April, 2018. PDF icon PDF Version (262.96 KB)
Van Vaerenbergh, S., I. Santamaría, P E. Barbano, U. Ozertem, and 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. PDF icon PDF Version (286.89 KB)
Santamaría, I., L. L. Scharf, D. Cochran, and J. Vía, "Passive Detection of Rank-One Signals with a Multiantenna Reference Channel", 24th European Signal Processing Conference (EUSIPCO 2016), Budapest, Hungary, pp. 140-144, September, 2016. PDF icon PDF Version (153.26 KB)
Ramírez, D., I. Santamaría, and L. L. Scharf, "Passive Detection of Rank-one Gaussian Signals for Known Channel Subspaces and Arbitrary Noise", IEEE International Conference on Acoustics Speech and Signal Processing, Rhodes, Greece, June, 2023. PDF icon PDF Version (236.7 KB)
Ibáñez, J., I. Santamaría, C. Pantaleón, and L. Vielva, "Parametric smoothing of spline interpolation", IEEE Int. Conf. on Acoust., Speech, and Signal Processing (ICASSP 2004), Montreal, Canada, May, 2004. PDF icon PDF Version (341.3 KB)
Santamaría, I., L. L. Scharf, C. Peterson, M. Kirby, and J. Francos, "An order fitting rule for optimal subspace averaging", IEEE Workshop on Statistical Signal Processing (SSP), Palma de Mallorca, June , 2016. PDF icon PDF Version (191.18 KB)
Pérez, J., and M. Khodaian, "Optimal rate and delay performance in non-cooperative opportunistic spectrum access", 9th International Symposium on Wireless Communication Systems (ISWCS 2012), Paris, France, August, 2012. PDF icon PDF Version (320.65 KB)
Vía, J., V. Elvira, J. Ibáñez, and 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. PDF icon PDF Version (448.97 KB)
Santamaría, I., V. Elvira, J. Vía, D. Ramírez, J. Pérez, J. Ibáñez, R. Eickhoff, and 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. PDF icon PDF Version (200.02 KB)
Pantaleón, C., 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)
Van Vaerenbergh, S., J. Vía, and 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. PDF icon PDF Version (322.74 KB)
Luengo, D., C. Pantaleón, I. Santamaría, J. Ibáñez, C. López-Salaverri, F. J. Madruga, A. Cobo, and 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. PDF icon PDF Version (155.97 KB)
Ibáñez, J., 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)
Alvarez-Vizoso, J., D. Cuevas, C. Beltrán, I. Santamaría, V. Tucek, and G. Peters, "Noncoherent Multiuser Grassmannian Constellations for the MIMO Multiple Access Channel", IEEE International Conference on Acoustics Speech and Signal Processing, Rhodes, Greece, June, 2023. PDF icon PDF Version (305.25 KB)
Soleymani, M., I. Santamaría, and E. Jorswieck, "NOMA-based Improper Signaling for MIMO STAR-RIS-assisted Broadcast Channels with Hardware Impairments", IEEE Global Communications Conference (GLOBECOM), Dec., 2023. PDF icon PDF Version (381.99 KB)
Pérez, J., J. Vía, and L. Vielva, "Node activity monitoring in heterogeneous networks using energy sensors", European Signal Processing Conference (EUSIPCO), September, 2019. PDF icon PDF Version (1.4 MB)
Vía, J., I. Santamaría, and 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. PDF icon PDF Version (95.19 KB)
Santamaría, I., C. Pantaleón, F. Díaz de María, and 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. PDF icon PDF Version (282.17 KB)
Mediavilla, A., 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)
Lázaro, M., 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)
Ramírez, D., J. Vía, I. Santamaría, and L. L. Scharf, "Multi-Sensor Beamsteering Based on the Asymptotic Likelihood for Colored Signals", IEEE Workshop on Statistical Signal Processing (SSP 2011), Nice, France, June, 2011. PDF icon PDF Version (448.28 KB)
Ramírez, D., J. Vía, and I. Santamaría, "Multiple-Channel Signal Detection using the Generalized Coherence spectrum", 1st IAPR Workshop on Cognitive Information Processing (CIP 2008), Santorini, Greece, June, 2008. PDF icon PDF Version (152.19 KB)
Ramírez, D., J. Vía, I. Santamaría, and L. L. Scharf, "Multiple-Channel Detection of a Gaussian Time Series over Frequency-Flat Channels", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic, May, 2011. PDF icon PDF Version (147.71 KB)
Cuevas, D., and I. Santamaría, "Multi-output kernel adaptive filtering with reduced complexity", IEEE Statistical Signal Processing Workshop, July, 2021. PDF icon PDF Version (666.46 KB)
Pham, A. T., R. Raich, X. Z. Fern, and J. Pérez, "Multi-instance multi-label learning in the presence of novel class instances", 32nd International Conference on Machine Learning (ICML), Lille, France, July, 2015. PDF icon PDF Version (3.47 MB)
Ramírez, D., J. Vía, and I. Santamaría, "Multiantenna spectrum sensing: The case of wideband rank-one primary signals", 6th IEEE Sensor Array and Multichannel Signal Processing Workshop, Israel, October, 2010. PDF icon PDF Version (243.67 KB)
Ramírez, D., J. Vía, I. Santamaría, R. López-Valcarce, and L. L. Scharf, "Multiantenna Spectrum Sensing: Detection of Spatial Correlation Among Time-Series With Unknown Spectra", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), Dallas, USA, March, 2010. PDF icon PDF Version (225.59 KB)
Ramírez, D., G. Vazquez-Vilar, R. López-Valcarce, J. Vía, and I. Santamaría, "Multiantenna Detection under Noise Uncertainty and Primary Users Spatial Structure", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic, May, 2011. PDF icon PDF Version (105.83 KB)
Arregui, F., E. Gómez Cossio, C. Mazzieri, P. Mottier, J. L. García, J. M. López-Higuera, C. Pantaleón, I. Santamaría, A. Lucifredi, and M. Rossi, "A Monitoring and Protection System for Hydro Turbine and Generator sets", CIGRE, Paris, 1996. PDF icon PDF Version (250.96 KB)
Lázaro, M., 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)
Gonzalo, Á., and J. Pérez, "Model-free Adaptive Rate Selection in Cognitive Radio Links", 5th International Conference on Mobile Networks and Management (MONAMI), Cork, Ireland, Springer-Verlag. LNICST series, September, 2013. PDF icon PDF Version (350.6 KB)

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