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Professional service

Editorial activities

  • Senior Area Editor, IEEE Signal Processing Letters (2020 – present)
  • Associate Editor, IEEE Transactions on Vehicular Technology (2020 – present)
  • Associate Editor, IEEE Signal Processing Letters (2016 – 2018; 2018 – 2020)
  • Associate Editor, IEEE Transactions on Signal Processing (2012 – 2014; 2014 – 2016)
  • Associate Editor, Traitement du Signal (2014 – 2018)
  • Associate Editor, Circuits, Systems & Signal Processing (2012 – 2018)
  • Associate Editor, KSII Transactions on Internet and Information Systems (2012 – 2014)
  • Guest Editor, Special issue “Sparse/Low-rank Tensor Signal Processing for Communication and Radar Systems”, EURASIP Journal on Advances in Signal Processing, 2021.
  • Guest Editor, Special issue “Machine Learning and Artificial Intelligence for 5G and Beyond Technologies”, Frontiers in Communications and Networks Journal, 2021.
  • Lead Guest Editor, Special issue “Broadband Wireless Access for Rural and Remote Areas”, Wireless Communications and Mobile Computing, 2019
  • Guest Editor, Special issue “Applications of Tensor Models in Wireless Communications and Mobile Computing”, of the Wireless Communications and Mobile Computing, 2018
  • Guest Editor, Special issue “Applications of Tensor Models in Wireless Communications and Mobile Computing”, Wireless Communications and Mobile Computing, 2018
  • Lead Guest Editor, Special issue “Recent advances in Tensor-based Signal and Image Processing”, EURASIP Journal on Advances in Signal Processing, 2014

Society and Technical Committee Memberships

  • IEEE Senior Member;
  • Elected member of IEEE Signal Processing Theory and Methods Technical Committee (SPTM-TC) (2022 – present);
  • Elected member of IEEE Sensor Array and Multichannel Technical Committee (SAM-TC) (2016 – 2018; 2019 – 2021);
  • Elected member of EURASIP Signal Processing for Multi-Sensor Systems Technical Area Committee (SPMuS TAC) (2018 – 2020; 2021 – 2023);
  • Vice-chair of EURASIP Signal Processing for Multi-Sensor Systems Technical Area Committee (SPMuS TAC) (2022-2023);
  • Associate member of the Big Data Special Interest Group (SIG) of IEEE SPS (2016 – 2018);
  • Affiliate member of the IEEE Signal Processing for Communications and Networking Technical Committee (SPCOM-TC);
  • Affiliate member of the IEEE Machine Learning for Signal Processing (MLSP) Technical Committee (2019-present).

Session Organizer and Chairing

  • General Co-Chair of IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2023), Costa Rica, 2023.
  • General Co-Chair of the IEEE Workshop on Communication Networks and Power System (WCNPS 2021), Brasilia, November 2021.
  • Technical Co-Chair of the Brazilian Telecommunications and Signal Processing Symposium (SBrT 2021), September 2021. 
  • Area Chair of the European Signal Processing Conference (EUSIPCO 2021), Dublin, Ireland, August 2021.
  • Area Chair of the European Signal Processing Conference (EUSIPCO 2020), Amsterdam, The Netherlands, August 2020.
  • Organizer of the special session “Tensor Models for Signal and Information Processing” at ASILOMAR conference on Signals, Systems and Computer (ASILOMAR-SSC 2021);
  • Technical Co-Chair of the IEEE Workshop on Sensor Array and Multichannel Processing (SAM 2020), Hangzhou, China, June 2020.
  • Area Chair of the European Signal Processing Conference (EUSIPCO 2019), A Coruña, Spain, August 2019.
  • Technical Co-Chair of the Symposium on “Tensor Methods for Signal Processing and Machine Learning” at IEEE GlobalSIP 2018 and GlobalSIP 2019;
  • Organizer of the special session “Tensor Models for Array Processing” at ASILOMAR conference on Signals, Systems and Computer (ASILOMAR-SSC 2019);
  • Organizer of the special session “Tensor Based Signal and Information Processing” at ASILOMAR conference on Signals, Systems and Computer (ASILOMAR-SSC 2018);
  • Co-organizer of the special session “Advanced Tensor Methods for Big Data Processing” at the European Signal Processing Conference (EUSIPCO 2017);
  • General Co-chair of the Seventh IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2017);
  • Organizer and chair of the special session “Tensor signal processing” at the Ninth IEEE Sensor Array and Multichannel Processing Workshop (SAM 2016), Rio de Janeiro, Brazil, 2016.
  • Organizer and chair of the special session “Massive MIMO systems” at the Sixth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Cancun, Mexico, 2015.
  • Organizer and chair of the special session “Tensor-based signal processing” at the Sixth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Cancun, Mexico, 2015.
  • Organizer and chair of the special session “Tensor-Based signal processing” at the Eight IEEE Sensor Array and Multichannel Processing Workshop (SAM 2014), La Coruña, Spain, 2014.
  • Organizer and chair of the special session “Tensor-based methods for multi-sensor signal processing” at the Fifth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2013), Saint Martin, 2013.

Technical Program Committee (TPC) Membership (non-exhaustive list)

  • TPC member of EUSIPCO 2021, Dublin, Ireland, Aug. 2021.
  • TPC member of EUSIPCO 2020, Amsterdam, The Netherlands, Aug. 2020.
  • TPC member of EUSIPCO 2019, A Coruña, Spain, Aug. 2019.
  • TPC member of IEEE International Workshop on Sensor Array and Multichannel Processing (SAM 2018), Sheffield, July 2018;
  • TPC member of EUSIPCO 2017, Kos, Greece, Aug. 2017.
    TPC member of ITG Workshop on Smart Antennas (WSA 2017), Berlin, Mar. 2017;
  • TPC member of IEEE International Workshop on Sensor Array and Multichannel Processing (SAM 2016), Rio de Janeiro, July 2016;
  • TPC member of ITG Workshop on Smart Antennas (WSA 2016), Munich, Mar. 2016;
  • TPC member of IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Cancun, Dec. 2015;
  • TPC member of Brazilian Telecommunications Symposium (SBrT), Juiz de Fora, Sep. 2015;
  • TPC member of ITG Workshop on Smart Antennas (WSA 2015), Ilmenau, Mar. 2015;
  • TPC member of IEEE Sensor Array and Multichannel Processing Workshop (SAM 2014), A Coruña, Aug. 2014;
  • Fifth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2013);
  • TPC member of IEEE GLOBECOM 2014- Signal Processing for Communications Symposium;
  • TPC member of International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS 2014);
  • TPC member of IEEE GLOBECOM 2013 – Workshop Trusted Communications with Physical Layer Security (TCPLS, 2013);
  • TPC member of Seventh International Conference on Signal Processing and Communication Systems (ICSPCS 2013);
  • TPC member of IEEE Frontiers in Education Conference (FIE 2013);
  • TPC member of past Brazilian Telecommunications Symposia (SBrT 2011, 2012, and 2013);
  • TPC member of European Signal Processing Conference (EUSIPCO) (2009 , 2010, 2011, 2013);

Invited talks (last five years)

  • Tensor Train Models and Algorithms. Location/date:  Federal University of Rio de Janeiro, Institute of Mathematics, November 2019.
  • Tensor-CS for MmWave Channel Estimation. Location/date: TU Ilmenau, Ilmenau, Germany, September 2019.
  • MmWave MIMO Channel Estimation: Combining Tensors and Compressive Sensing Location/date: TU Munich, Munich, Germany, August 2019.
  • A Tensor Perspective on Large-Scale MIMO Array Processing. Location/date: Sensor Array and Multichannel Signal Processing and Data Analytics (SAM-DA) workshop, Hangzhou, May 2019.
  • A Tensor Perspective on Large-Scale MIMO Array Processing. Location/date: Workshop on Smart Antennas (WSA 2019), Vienna, April 2019.
  • A Tensor Perspective on Large-Scale MIMO Array Processing. Location/date: IDEX Forum Numerica, I3S Laboratory, France, April 2019.
  • Tensor-based Compressed Estimation of Frequency-selective MmWave MIMO Channels. Location/date: TU Ilmenau, Ilmenau, Germany, August 2018.
  • Hybrid Beamforming and Massive MIMO for 5G Wireless Systems. Location/date: Ericsson Research, Kista, Sweden, October 2017.
  • A rank-one tensor modeling approach to the joint channel and symbol estimation in two-hop MIMO relaying systems. Location/date: TU Ilmenau, Ilmenau, Germany, August 2017.
  • Low-complexity equalizer for massive MIMO systems based on array separability. Location/date: TU Ilmenau, Ilmenau, Germany, August 2017.
  • Tensor-Based MIMO Relaying Communication Systems. Location/date: TU Ilmenau, Ilmenau, Germany, December 2016.
  • Distributed Large-Scale Tensor Decomposition. Location/date: TU Ilmenau, Ilmenau, Germany, December 2016.
  • Distributed Large-Scale Tensor Decompositions in Collaborative Networks.  Location/date: 8th Conference on three-way methods in chemistry and psychology (TRICAP 2015), May 2015.
  • Channel Estimation for Millimeter-Wave Very Large MIMO Systems. Location/date: EURECOM, Sophia Antipolis, France, April 2015.

Other

  • Elected Affiliate Member of the Brazilian Academy of Sciences (since January 2018);
  • Level-1D Research Fellow of the CNPq (the Brazilian National Council for Scientific and Technological Development, Ministry of Science, Technology, Innovation and Communications);
  • Ad-hoc consultant for CAPES and CNPq Brazilian public funding agencies (2011-present);
  • Reviewer for several conferences (ICASSSP, EUSIPCO, SPAWC, CAMSAP, SAM, ISWCS, GLOBECOM, ASILOMAR-SSC, TVC, PIMRC, etc…).