Publications

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Book Chapters
S. Van Vaerenbergh, "Adaptive Kernel Learning for DSP", Digital Signal Processing with Kernel Methods: Wiley, 2017.
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)
J. Pérez, J. Vía, and A. Nazábal, "Optimal Resource Allocation in OFDMA Broadcast Channels Using Dynamic Programming", Recent Advances in Wireless Communications and Networks, Jia-Chin Lin (editor) : InTech, 2011.
J. C. Príncipe, P. P. Pokharel, I. Santamaría, J. Xu, K-hwa. Jeong, and W. Liu, "Correntropy for Random Processes: Properties, and Applications in Signal Processing", Information Theoretic Learning: Renyi's Entropy and Kernel Perspectives (Information Science and Statistics): Springer Verlag, 2010.
I. Santamaría, J. Vía, V. Elvira, J. Ibáñez, J. Pérez, R. Eickhoff, and U. Mayer, "Low-Cost and Compact RF-MIMO Transceivers", Handbook of Smart Antennas for RFID Systems, N. C. Karmakar (editor): John Wiley & Sons , 2010.
J. Vía, I. Santamaría, and J. Ibáñez, "Blind Channel Estimation in Space-Time Block Coded Systems", Handbook of advancements in smart antenna technologies for wireless networks, USA, Idea Group Inc., 2008.
S. Van Vaerenbergh, and I. Santamaría, "A Spectral Clustering Approach for Blind Decoding of MIMO Transmissions over Time-Correlated Fading Channels", Intelligent Systems: Techniques and Applications, Evor Hines et. al (Eds.), The Netherlands, Shaker Publishing, 2008. PDF icon PDF Version (2.88 MB)

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