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Foundations and Methodologies for Future Communication and Sensor Networks (COMONSENS)

Type: 
Research
Funded by: 
Ministerio de Ciencia e Innovación (Subprograma CONSOLIDER-INGENIO 2010).
Duration: 
2008-2012

COMONSENS is one of the 12 projects selected in 2008 by CONSOLIDER-INGENIO 2010 Program sponsored by the "Ministerio de Ciencia e Innovación" of the Spanish Government. COMONSENS is a five-year project that integrates 67 researchers from 10 different research institutions in Spain and is coordinated by Universitat Politècnica de Catalunya (UPC). The objectives of the project include development of theoretical tools, algorithmic design, and testbed evaluation, combining disciplines such as Information Theory, Signal Processing and Network Theory with the aim of advancing the state of the art in communication and sensor networks.

Publications for this project

Thesis

2015

Lameiro, C., Cooperative Techniques for Interference Management in Wireless Networks: University of Cantabria, May, 2015. PDF icon PDF Version (2.73 MB)

2014

González, Ó., Interference Alignment in MIMO Networks: Feasibility and Transceiver Design: University of Cantabria, 2014. PDF icon PDF Version (3.35 MB)PDF icon PDF Version (3.32 MB)
Journal Article

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)
Lázaro-Gredilla, M., and S. Van Vaerenbergh, "A Gaussian Process Model for Data Association and a Semi-Definite Programming Solution", IEEE Transactions on Neural Networks and Learning Systems, vol. 25, issue 11, pp. 1967-1979, November, 2014. PDF icon PDF Version (394.75 KB)
González, Ó., C. Lameiro, and I. Santamaría, "A Quadratically Convergent Method for Interference Alignment in MIMO Interference Channels", IEEE Signal Processing Letters, vol. 21, issue 11, pp. 1423-1427, November, 2014. PDF icon PDF Version (811.96 KB)

2013

Van Vaerenbergh, S., J. Vía, and I. Santamaría, "Blind Identification of SIMO Wiener Systems based on Kernel Canonical Correlation Analysis", IEEE Transactions on Signal Processing, vol. 61, issue 9, pp. 2219-2230, May, 2013. PDF icon PDF Version (363.45 KB)
Pérez-Cruz, F., S. Van Vaerenbergh, J J. Murillo-Fuentes, M. Lázaro-Gredilla, and I. Santamaría, "Gaussian Processes for Nonlinear Signal Processing: An Overview of Recent Advances", IEEE Signal Processing Magazine, vol. 30, issue 4, pp. 40-50, July, 2013. PDF icon PDF Version (1.68 MB)
Van Vaerenbergh, S., I. Santamaría, and P E. Barbano, "Semi-Supervised Object Recognition Based on Connected Image Transformations", Expert Systems with Applications, vol. 40, pp. 7069--7079, December, 2013. PDF icon PDF Version (339.82 KB)

2012

Lázaro-Gredilla, M., S. Van Vaerenbergh, and N. D. Lawrence, "Overlapping Mixtures of Gaussian Processes for the Data Association Problem", Pattern Recognition, vol. 45, no. 4, pp. 1386–1395, April, 2012. PDF icon PDF Version (1.03 MB)
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)
Conference Paper

2015

Fanjul, J., C. Lameiro, I. Santamaría, J. A. García-Naya, and L. Castedo, "An Experimental Evaluation of Broadband Spatial IA for Uncoordinated MIMO-OFDM Systems", IEEE International Conference on Digital Signal Processing (DSP), Singapore, pp. 570--574, July, 2015. PDF icon PDF Version (156.84 KB)

2014

Ramírez, D., L. L. Scharf, J. Vía, I. Santamaría, and P. J. Schreier, "An asymptotic GLRT for the detection of cyclostationary signals", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May, 2014. PDF icon PDF Version (292.46 KB)
Vía, J., "Robust Secret Key Capacity for the MIMO Induced Source Model", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Florence, Italy, May, 2014. PDF icon PDF Version (736.59 KB)
Van Vaerenbergh, S., and L. A. Azpicueta-Ruiz, "Kernel-Based Identification of Hammerstein Systems for Nonlinear Acoustic Echo-Cancellation", 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 05/2014. PDF icon PDF Version (278.33 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)
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)
González, Ó., J. Fanjul, and I. Santamaría, "Homotopy Continuation for Vector Space Interference Alignment in MIMO X Networks", 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6232--6236, May, 2014. PDF icon PDF Version (437.09 KB)PDF icon PDF Version (2.15 MB)

2013

Van Vaerenbergh, S., J. Vía, J. Manco-Vásquez, and I. Santamaría, "Adaptive Kernel Canonical Correlation Analysis Algorithms for Maximum and Minimum Variance", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, May, 2013. PDF icon PDF Version (90.87 KB)
González, Ó., C. Lameiro, J. Vía, C. Beltrán, and I. Santamaría, "Computing the Degrees of Freedom for Arbitrary MIMO Interference Channels", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, May, 2013. PDF icon PDF Version (449.05 KB)
Van Vaerenbergh, S., and I. Santamaría, "A Comparative Study of Kernel Adaptive Filtering Algorithms", 2013 IEEE Digital Signal Processing (DSP) Workshop and IEEE Signal Processing Education (SPE): IEEE, August, 2013. PDF icon PDF Version (121.63 KB)
González, Ó., I. Santamaría, and C. Beltrán, "Finding the Number of Feasible Solutions for Linear Interference Alignment Problems", 2013 IEEE International Symposium on Information Theory, Istanbul, Turkey, pp. 384--388, July, 2013. PDF icon PDF Version (616.96 KB)
Gonzalo, Á., and J. Pérez, "Dynamic rate adaptation in cognitive radio considering time-dependent channel access models", 8th International Conference on Cognitive Radio Oriented Wireless Networks (CROWNCOM), Washington DC, USA, July, 2013. PDF icon PDF Version (243.49 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)
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)

2012

Van Vaerenbergh, S., I. Santamaría, and M. Lázaro-Gredilla, "Estimation of the Forgetting Factor in Kernel Recursive Least Squares", 2012 IEEE International Workshop On Machine Learning For Signal Processing (MLSP), September, 2012. PDF icon PDF Version (241.23 KB)

2011

Lázaro-Gredilla, M., S. Van Vaerenbergh, and I. Santamaría, "A Bayesian Approach To Tracking With Kernel Recursive Least-Squares", IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2011), Beijing, China, September, 2011. PDF icon PDF Version (238.14 KB)
Van Vaerenbergh, S., I. Santamaría, and P E. Barbano, "Semi-Supervised Handwritten Digit Recognition Using Very Few Labeled Data", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic, May, 2011. PDF icon PDF Version (319.53 KB)
Book Chapter

2013

Luengo, D., 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)