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pro vyhledávání: '"Santos,João F"'
Autor:
Fathalla, Efat Samir, Zargarzadeh, Sahar, Xin, Chunsheng, Wu, Hongyi, Jiang, Peng, Santos, Joao F., Kibilda, Jacek, da, Aloizio Pereira
This paper presents an experimental study on mmWave beam profiling on a mmWave testbed, and develops a machine learning model for beamforming based on the experiment data. The datasets we have obtained from the beam profiling and the machine learning
Externí odkaz:
http://arxiv.org/abs/2408.13403
Autor:
Santos, Joao F., Huff, Alexandre, Campos, Daniel, Cardoso, Kleber V., Both, Cristiano B., DaSilva, Luiz A.
The Open Radio Access Network (O-RAN) Alliance proposes an open architecture that disaggregates the RAN and supports executing custom control logic in near-real time from third-party applications, the xApps. Despite O-RAN's efforts, the creation of x
Externí odkaz:
http://arxiv.org/abs/2407.09619
Autor:
Dzaferagic, Merim, Ruffini, Marco, Slamnik-Krijestorac, Nina, Santos, Joao F., Marquez-Barja, Johann, Tranoris, Christos, Denazis, Spyros, Kyriakakis, Thomas, Karafotis, Panagiotis, DaSilva, Luiz, Pandey, Shashi Raj, Shiraishi, Junya, Popovski, Petar, Jensen, Soren Kejser, Thomsen, Christian, Pedersen, Torben Bach, Claussen, Holger, Du, Jinfeng, Zussman, Gil, Chen, Tingjun, Chen, Yiran, Tirupathi, Seshu, Seskar, Ivan, Kilper, Daniel
Multiple visions of 6G networks elicit Artificial Intelligence (AI) as a central, native element. When 6G systems are deployed at a large scale, end-to-end AI-based solutions will necessarily have to encompass both the radio and the fiber-optical dom
Externí odkaz:
http://arxiv.org/abs/2407.01544
Document management in the rental market is a critical process to ensure the accuracy of financial transactions and regulatory compliance in the sector. In Portugal, the challenges include the complexity of legislation, particularly GDPR non-complian
Externí odkaz:
http://arxiv.org/abs/2402.06704
\ac{RAT} classification and monitoring are essential for efficient coexistence of different communication systems in shared spectrum. Shared spectrum, including operation in license-exempt bands, is envisioned in the \ac{5G} standards (e.g., 3GPP Rel
Externí odkaz:
http://arxiv.org/abs/2007.13561
Quantum computing has the power to break current cryptographic systems, disrupting online banking, shopping, data storage and communications. Quantum computing also has the power to support stronger more resistant technologies. In this paper, we desc
Externí odkaz:
http://arxiv.org/abs/2006.02149
Autor:
Moerman, Ingrid, Zeghlache, Djamal, Shahid, Adnan, Santos, Joao F., DaSilva, Luiz A., David, Klaus, Farserotu, John, de Ridder, Ad, Liu, Wei, Hoebeke, Jeroen
The wireless industry is driven by key stakeholders that follow a holistic approach of "one-system-fits-all" that leads to moving network functionality of meeting stringent E2E communication requirements towards the core and cloud infrastructures. Th
Externí odkaz:
http://arxiv.org/abs/2002.11375
Akademický článek
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Autor:
Bertioli, David J., Clevenger, Josh, Godoy, Ignacio J., Stalker, H. T., Wood, Shona, Santos, Joáo F., Ballén-Taborda, Carolina, Abernathy, Brian, Azevedo, Vania, Campbell, Jacqueline, Chavarro, Carolina, Chu, Ye, Farmer, Andrew D., Fonceka, Daniel, Gao, Dongying, Grimwood, Jane, Halpin, Neil, Korani, Walid, Michelotto, Marcos D., Ozias-Akins, Peggy, Vaughn, Justin, Youngblood, Ramey, Moretzsohn, Marcio C., Wright, Graeme C., Jackson, Scott A., Cannon, Steven B., Scheffler, Brian E., Leal-Bertioli, Soraya C. M.
Publikováno v:
Proceedings of the National Academy of Sciences of the United States of America, 2021 Sep . 118(38), 1-9.
Externí odkaz:
https://www.jstor.org/stable/27075645
Autor:
Mimilakis, Stylianos Ioannis, Drossos, Konstantinos, Santos, João F., Schuller, Gerald, Virtanen, Tuomas, Bengio, Yoshua
Singing voice separation based on deep learning relies on the usage of time-frequency masking. In many cases the masking process is not a learnable function or is not encapsulated into the deep learning optimization. Consequently, most of the existin
Externí odkaz:
http://arxiv.org/abs/1711.01437