Dr. Wallace Alves Martins
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| Fakultät oder Zentrum | Interdisciplinary Centre for Security, Reliability and Trust | ||||
| Department | SigCom | ||||
| Postadresse |
Université du Luxembourg 29, avenue JF Kennedy L-1855 Luxembourg |
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| Büroadresse | JFK Building, E03-315 | ||||
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| Telefon | (+352) 46 66 44 5587 | ||||
Wallace A. Martins received his DSc degree in Electrical Engineering from the Federal University of Rio de Janeiro (UFRJ, Brazil) in December 2011. He was with UFRJ from 2013 until 2022 as a tenured Associate Professor, and also worked as Academic Coordinator (Electronics and Computer Eng. undergraduate course) and Deputy Department Chairman (DEL/Poli/UFRJ) in the period 2016-2017.
Dr Martins is a member (Associate Editor) of the editorial boards for the IEEE Signal Processing Letters and for the EURASIP Journal on Advances in Signal Processing. He is also an IEEE Senior Member.
He has been Visiting Researcher with the University of Notre Dame (USA, 2008), Université de Lille 1 (France, 2016), and Universidad de Alcalá (Spain, 2018). For over 15 years, he has been working in R&D projects with several multinational companies, including Nokia, HP Labs, GE, Siemens, Halliburton, etc.
He was the recipient of the Best Student Paper Award from EURASIP at EUSIPCO-2009, Glasgow, Scotland, the 2011 Best Brazilian DSc Dissertation Award from Capes, and the 2020 Best Paper Award from the Brazilian Telecommunication Society at SBrT-2020, Florianópolis, Brazil. Other significant achievements include: coauthor of the Matlab toolbox on adaptive filtering with more than 32,000 downloads; awarded with the Got Energy Talent fellowship from the Universidad de Alcalá (Spain, 2019) in the context of the Horizon 2020 Marie Sklodowska-Curie Actions; awarded with the Productivity Scholarship (Brazil, 2016 and 2019) by CNPq (a Brazilian research council), which is a prestigious national award comprising a salary top-up during 3 years; awarded with the Young Scientist Scholarship (Brazil, 2016 and 2019) by Faperj (a Brazilian research council), which is a prestigious regional award comprising monthly research stipend during 3 years; awarded with Cum Laude degree in the B.Eng. in Electronics (UFRJ, 2007).
Summary of academic productions/supervisions:
- 1 patent.
- 3 books and 2 book chapters.
- 39 journals and 50 conference papers.
- 3 finished PhD, 8 MSc, and 19 BEng student supervisions (as the main supervisor).
For further details about his academic productions/supervisions, refer to his Google Scholar page, his personal webpage at UFRJ, or his CV.
Dr Martins has attracted over 300,000 EUR of research funding as PI, and has co-authored project proposals that were granted over 1,000,000 EUR.
In 2019, Dr Martins joined the Signal Processing and Satellite Communications group, SIGCOM, headed by Prof. Symeon Chatzinotas.
Last updated on: Dienstag, den 26. April 2022
2022
Kernel Regression over Graphs using Random Fourier Features; ; ;
in IEEE Transactions on Signal Processing (2022)
2021
Enablers for Matching Demand in GEO Multi-Beam Satellites: Dynamic Beamforming, Precoding, or Both?; ; ; ; ;
Scientific Conference (2021, September 30)
User Selection based on Inter-channel Interference for Massive MIMO under Line-of-sight Propagation; ; ;
in URSI GASS 2021, Rome 28 August - 4 September 2021 (2021)
NB-IoT Random Access for Non-Terrestrial Networks: Preamble Detection and Uplink Synchronization; ; ;
in IEEE Internet of Things Journal (2021)
Kernel Regression on Graphs in Random Fourier Features Space; ; ;
in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2021), Toronto 6-11 June 2021 (2021)
Symbol-Level Precoding with Constellation Rotation in the Finite Block Length Regime; ; ;
in IEEE Communications Letters (2021)
Data-driven Precoded MIMO Detection Robust to Channel Estimation Errors; ; ;
in IEEE Open Journal of the Communications Society (2021)
Multi-Antenna Data-Driven Eavesdropping Attacks and Symbol-Level Precoding Countermeasures; ; ; ;
Poster (2021, June 21)
A Novel Learning-based Hard Decoding Scheme and Symbol-Level Precoding Countermeasures; ; ; ;
in IEEE Wireless Communications and Networking Conference (WCNC), Najing 29 March to 01 April 2021 (2021)
Robust Passive Coherent Location via Nonlinearly Constrained Least Squares; ;
in 12th IEEE Latin America Symposium on Circuits and System (LASCAS), Arequipa 21-24 February 2021 (2021)
A fault detector/classifier for closed-ring power generators using machine learning; ; ; ; ; ; ; ; ; ;
in Reliability Engineering and System Safety (2021)
DME Interference Mitigation for GNSS Receivers via Nonnegative Matrix Factorization; ;
in URSI GASS 2021, Rome 28 August - 4 September 2021 (2021)
ADS-B Signal Detection via Time-Frequency Analysis for Radio Astronomy Applications; ;
in IEEE International Symposium on Circuits and Systems (ISCAS), Daegu 22-28 May 2021 (2021)
Radio Frequency Interference Detection Using Nonnegative Matrix Factorization; ;
in IEEE Transactions on Aerospace and Electronic Systems (2021)
2020
Oversampled DFT-Modulated Biorthogonal Filter Banks: Perfect Reconstruction Designs and Multiplierless Approximations; ;
in IEEE Transactions on Circuits and Systems. II, Express Briefs (2020), 67(11), 2777-2781
'Faster-than-Nyquist Signaling via Spatiotemporal Symbol-Level Precoding for Multi-User MISO Redundant Transmissions; ; ;
in International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2020), Barcelona 4-8 May 2020 (2020, May)
On the Convergence of Max-Min Fairness Power Allocation in Massive MIMO Systems; ; ;
in IEEE Communications Letters (2020)
Intersymbol and Intercarrier Interference in OFDM Systems: Unified Formulation and Analysis; ; ; ;
E-print/Working paper (2020)
Multichannel Source Separation Using Time-Deconvolutive CNMF; ;
in Journal of Communication and Information Systems (2020), 35(1), 103-112
Diffusion-based Virtual Graph Adjacency for Fourier Analysis of Network Signals; ;
in XXXVIII SIMPÓSIO BRASILEIRO DE TELECOMUNICAÇÕES E PROCESSAMENTO DE SINAIS, Florianópolis 22-25 November 2020 (2020, November)
Adaptive Graph Filters in Reproducing Kernel Hilbert Spaces: Design and Performance Analysis; ; ;
in IEEE Transactions on Signal and Information Processing over Networks (2020)
Extended Adjacency and Scale-dependent Graph Fourier Transform via Diffusion Distances; ;
in IEEE Transactions on Signal and Information Processing over Networks (2020)
Graph Diffusion Kernel LMS using Random Fourier Features; ; ;
in 2020 54th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 1-5 November 2020 (2020, November)
Reconfigurable Intelligent Surfaces for Smart Cities: Research Challenges and Opportunities; ; ; ;
in IEEE Open Journal of the Communications Society (2020)
Joint Forecasting and Interpolation of Time-Varying Graph Signals Using Deep Learning; ; ;
in IEEE Transactions on Signal and Information Processing over Networks (2020)
2019
Intersymbol and Intercarrier Interference in OFDM Transmissions Through Highly Dispersive Channels; ; ;
in Proc. of the 27th European Signal Processing Conference (EUSIPCO-2019) (2019, September)
Semi-blind Data-Selective and Multiple Threshold Volterra Adaptive Filtering;
in Circuits, Systems, and Signal Processing (2019)
Achievable Data Rate of DCT-based Multicarrier Modulation Systems; ; ;
in IEEE Transactions on Wireless Communications (2019), 18(3), 1739-1749
Time-Deconvolutive CNMF for Multichannel Blind Source Separation; ;
in Anais do XXXVII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais (SBrT 2019) (2019, September)
Normalized LMS Algorithm and Data-selective Strategies for Adaptive Graph Signal Estimation;
in Signal Processing (2019)
On the Use of Vertex-Frequency Analysis for Anomaly Detection in Graph Signals; ; ;
in Anais do XXXVII Simpósio Brasileiro de Telecomunicações e Processamento de Sinais (SBrT 2019) (2019, September)
Convex Combination of Constraint Vectors for Set-membership Affine Projection Algorithms; ; ;
in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2019, May)
Undated
Inbound Carrier Plan Optimization for Adaptive VSAT Networks; ; ;
in IEEE Transactions on Aerospace and Electronic Systems (n.d.)
