Ignacio Santamaría

Ignacio Santamaría's picture
info
Full professor
Advanced Signal Processing Group (GTAS)
Email: 
i.santamaria [at] unican.es
Phone: 
+34 942 201552
Office: 
S-270
Department of Communications Engineering (DICOM)
University of Cantabria
Research interests: 
  • Signal processing techniques for wireless communications.
    • Single-user and multiuser MIMO systems, STBCs, interference alignment.
    • Cognitive radio networks
    • Channel estimation/equalization, beamforming, synchronization, detection,...
    • Development of hardware MIMO testbeds and performance evaluation.
  • Machine-learning techniques and its application to communications.
    • Kernel methods and adaptive information processing systems.
    • Multivariate statistical techniques: PCA, CCA and ICA.
    • Nonlinear modeling.
Biography: 

Ignacio Santamaría received his Telecommunication Engineer Degree and his Ph.D. in electrical engineering from the Polytechnic University of Madrid, Spain in 1991 and 1995, respectively. In 1992 he joined the Departament of Communications Engineering, Universidad de Cantabria, Spain, where he is Full Professor since 2007. He is the Head of the Advanced Signal Processing Group, which conducts research in the general area of statistical signal processing, communication systems, and machine learning. Using theories and tools from adaptive learning, multivariate statistical analysis, and information theory, his research group is investigating various practical problems that arise in wireless communication systems and sensor networks. As a result of these research lines, he has more than 200 publications in journals and international conferences and holds 2 patents. Further, he has been involved as principal investigator on a number of national and EU funded projects. He was a Visiting Researcher with the Computational NeuroEngineering Laboratory, University of Florida, Gainesville (2000 and 2004), with the Wireless Networking and Communications Group, University of Texas at Austin, Austin (2009), and at Colorado State University in 2015.

Ignacio Santamaría is a Senior Member of IEEE and participates in the Signal Processing, Computational Intelligence, Information Theory, and Communications Societies. He has served as a reviewer and program committee member for numerous conferences and journals. He was Technical Co-Chair of the 2nd International ICSTConference on Mobile Lightweight Wireless Systems (MOBILIGHT 2010), Special Sessions Co-Chair of EUSIPCO 2011, General Co-Chair of the 2012 IEEE Workshop on Machine Learning for Signal Processing (MLSP 2012), publicity chair of ICASSP 2016 and Finance Chair of EUSIPCO 2019. He has been a member of the IEEE Machine Learning for Signal Processing Technical Committee (2009-2014), member of the IEEE Signal Processing Theory and Methods (SPTM) Technical Committee (2020-2022), and member of the IEEE Data Science Initiative (DSI) steering committee (2020-2022). He has been Associate Editor of the IEEE Transactions on Signal Processing (2011-2015) and Senior Area Editor in the same publication (2013-2015).

He has recently co-authored the book "Coherence in Signal Processing and Machine Learning," Springer, 2022: https://link.springer.com/book/10.1007/978-3-031-13331-2

His google scholar profile can be found at
http://scholar.google.com/citations?user=37JcaD0AAAAJ&hl=en

A full CV can be found here:

https://unican-my.sharepoint.com/:b:/g/personal/santamal_unican_es/EbJ__...

Selected publications: 
Journal Article

2020

Ramírez, D., I. Santamaría, L. L. Scharf, and S. Van Vaerenbergh, "Multi-Channel Factor Analysis with Common and Unique Factors", IEEE Transactions on Signal Processing, vol. 68, issue 1, pp. 113-126, 2020. PDF icon PDF Version (2.53 MB)

2019

Garg, V., I. Santamaría, D. Ramírez, and L. L. Scharf, "Subspace Averaging and Order Determination for Source Enumeration", IEEE Transactions on Signal Processing, vol. 67, issue 11, pp. 3028-3041, June, 2019. PDF icon PDF Version (660.41 KB)

2017

Lameiro, C., I. Santamaría, and P. J. Schreier, "Rate Region Boundary of the SISO Z-interference Channel with Improper Signaling", IEEE Transactions on Communications, vol. 65, issue 3, pp. 1022-1024, March, 2017. PDF icon PDF Version (376.74 KB)
Santamaría, I., L. L. Scharf, J. Vía, Y. Wang, and H. Wang, "Passive Detection of Correlated Subspace Signals in Two MIMO Channels", IEEE Transactions on Signal Processing, vol. 65, issue 20, pp. 5266-5280, October, 2017. PDF icon PDF Version (1.22 MB)

2015

González, Ó., C. Beltrán, and I. Santamaría, "On the Number of Interference Alignment Solutions for the K-User MIMO Channel with Constant Coefficients", IEEE Transaction on Information Theory, vol. 61, issue 11, pp. 6028-6048, November, 2015. PDF icon PDF Version (1.22 MB)
Lameiro, C., I. Santamaría, and P. J. Schreier, "Benefits of Improper Signaling for Underlay Cognitive Radio", IEEE Wireless Communications Letters, vol. 4, issue 1, pp. 22-25, Ferbuary, 2015. PDF icon PDF Version (321.91 KB)
Ramírez, D., P. J. Schreier, J. Vía, I. Santamaría, and L. L. Scharf, "Detection of Multivariate Cyclostationarity", IEEE Transactions on Signal Processing, vol. 63, issue 20, pp. 5395-5408, October, 2015. PDF icon PDF Version (2.61 MB)

2014

González, Ó., C. Beltrán, and I. Santamaría, "A Feasibility Test for Linear Interference Alignment in MIMO Channels with Constant Coefficients", IEEE Transactions on Information Theory., vol. 60, issue 3, pp. 1840-1856, March, 2014. PDF icon PDF Version (466.59 KB)

2013

2012

Van Vaerenbergh, S., M. Lázaro-Gredilla, and I. Santamaría, "Kernel Recursive Least-Squares Tracker for Time-Varying Regression", IEEE Transactions on Neural Networks and Learning Systems, vol. 23, issue 8, pp. 1313--1326, August, 2012. PDF icon PDF Version (861.59 KB)

2011

2010

Ramírez, D., J. Vía, I. Santamaría, and L. L. Scharf, "Detection of Spatially Correlated Gaussian Time Series", IEEE Transactions on Signal Processing, vol. 58, no. 10, pp. 5006–5015, October, 2010. PDF icon PDF Version (830.05 KB)
Vía, J., D. Ramírez, and I. Santamaría, "Properness and Widely Linear Processing of Quaternion Random Vectors", IEEE Transactions on Information Theory, vol. 56, no. 7, pp. 3502–3515, July, 2010. PDF icon PDF Version (440.87 KB)
Vía, J., I. Santamaría, V. Elvira, and R. Eickhoff, "A General Criterion for Analog Tx-Rx Beamforming under OFDM Transmissions", IEEE Transactions on Signal Processing, vol. 58, no. 4, pp. 2155-2167, April, 2010. PDF icon PDF Version (1.08 MB)

2008

Vía, J., 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. PDF icon PDF Version (621.86 KB)
Vía, J., 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. PDF icon PDF Version (330.09 KB)

2007

Gaudes, C. C., 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. PDF icon PDF Version (1.54 MB)

2006

Vía, J., 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. PDF icon PDF Version (568.97 KB)
Santamaría, I., P. P. Pokharel, and J. C. Príncipe, "Generalized correlation function: definition, properties and application to blind equalization", IEEE Transactions on Signal Processing, vol. 54, no. 6, pp. 2187–2196, June, 2006. PDF icon PDF Version (460.4 KB)

2004

Santamaría, I., 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. PDF icon PDF Version (352.6 KB)

2002

Santamaría, I., D. Erdogmus, and J. C. Príncipe, "Entropy Minimization for Supervised Digital Communications Channel Equalization", IEEE Transactions on Signal Processing, vol. 50, no. 5, pp. 1184–1192, May, 2002. PDF icon PDF Version (303.66 KB)