Welcome

The Advanced Signal Processing Group (GTAS, in Spanish) is part of the Communications Engineering Department of the University of Cantabria. It is located at the E.T.S.I. Industriales y Telecomunicaciones, Avda Los Castros s/n. Santander 39005, SPAIN.

The GTAS conducts research in the development of digital signal processing algorithms for communications, as well as in machine-learning techniques, optimization, and nonlinear modeling. Currently, the research activity of the GTAS is focused on the following topics:

  • Signal processing techniques for wireless networks.
    • Advanced interference management techniques for multi-user MIMO systems (NOMA, rate-splitting, interference alignment, improper Gaussian signaling schemes, etc)
    • Detection and estimation in multi-sensor arrays.
    • Development of hardware MIMO testbeds and performance evaluation.
  • Machine-learning techniques and their applications.
    • Kernel methods, learning algorithms, and adaptive information processing systems.
    • Multivariate statistical techniques: PCA, CCA, and ICA.
    • Nonlinear modeling.

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News

PhD Thesis

The PhD researcher of the GTAS-UC group, Vaibhav Garg, will defend his thesis: "Subspace-based order estimation in massive MIMO" on Thursday 10, June 2021 at 9:30 in an online session that will be possible to follow by Teams https://teams.microsoft.com/l/meetup-join/19%3ameeting_NjY0YTg1ZTQtYWM2Z...

Two papers accepted at IEEE SSP 2021

Two papers co-authored by GTAS members have been accepted at the IEEE Statistical Signal Processing Workshop 2021: "Sparse subspace averaging for order estimation," by V. Garg, D. Ramirez, I. Santamaria; and "Multi-output kernel adaptive filtering with reduced complexity" by D. Cuevas and I. Santamaria.

Paper published in Signal Processing

The paper "DOA estimation via shift-invariant matrix completion" co-authored by V. Garg, P. Gimènez-Febrer, A. Pagès-Zamora, and Ignacio Santamaria has been published in Signal Processing.

Paper accepted in IEEE Transactions on Signal Processing

The paper "Multiple importance sampling for symbol error rate estimation of maximum-likelihood detectors in MIMO channels" co-authored by Victor Elvira and Ignacio Santamaria has been accepted for publication in IEEE Transactions on Signal Processing.

IEEE SPS Data Science Initiative

Ignacio Santamaria has been appointed as Steering Committee member of the IEEE SPS Data Science Initiative for the term 1 January 2021 through 31 December 2022.

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