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Luis Irio received the M.Sc. and Ph.D. in electrical and computer engineering from the Nova University of Lisbon, Portugal, in 2013 and 2019, respectively. From 2014 to 2015, he was a Researcher at CTS-UNINOVA. From 2015 to 2019, he developed the Ph.D. research work at Instituto de Telecomunicações, Lisbon, Portugal. During the Ph.D. period, Luis Irio published 9 articles in prominent international journals (8 of which in the first quarter of the Scimago Journal Rank) and 19 papers in international peer-reviewed conferences. From 2019 to 2020, he was a post-doctoral researcher at Instituto de Telecomunicações. He is currently a Data Scientist at Altran (World Class Center of Analytics & AI), and his current research interests include machine learning, deep learning, and big data analytics.
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Identification

Personal identification

Full name
Luis Miguel do Rosário Irio

Citation names

  • Irio, Luis

Author identifiers

Ciência ID
E91D-B30E-D631
ORCID iD
0000-0001-8081-0393

Telephones

Mobile phone
  • 967878335 (Personal)

Addresses

  • R. Mario Sampaio Ribeiro nº4, 5ºesq, 2855-598, Corroios, Seixal, Portugal (Personal)

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Telecommunications

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2015/09/21 - 2019/12/03
Concluded
 Engenharia Electrotécnica (Doutoramento)
Major in Telecommunications
Universidade Nova de Lisboa, Portugal
"Interference Characterization in Multiple Access Wireless Networks" (THESIS/DISSERTATION)
 18
2008/09/15 - 2013/10/30
Concluded
 Engenharia Eletrotécnica e de Computadores (Mestrado integrado)
Major in Telecommunications
Universidade Nova de Lisboa, Portugal
"Mobilidade em Redes de Rádio Cognitivo" (THESIS/DISSERTATION)
 17
Affiliation

Science

Category
Host institution 		Employer
2019/01/16 - Current Postdoc (Research) Instituto de Telecomunicações, Portugal
2016/01/01 - 2019/12/31 Researcher (Research) Fundação para a Ciência e a Tecnologia, Portugal
Instituto de Telecomunicações, Portugal
2014/01/01 - 2015/12/31 Researcher (Research) Universidade Nova de Lisboa UNINOVA Instituto de Desenvolvimento de Novas Tecnologias, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2019/09/16 - 2020/01/31 Invited Assistant (University Teacher) Universidade Lusófona de Humanidades e Tecnologias, Portugal
2019/01 - 2019/03 Assistant (University Teacher) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2018/01 - 2018/03 Assistant (University Teacher) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
Projects

Contract

Designation Funders
2021/01/19 - Current H2020 - LifeChamps - A Collective Intelligence Platform to Support Cancer Champions
875329
Post-doc
EU Framework Programme for Research and Innovation Science with and for Society
2018/06/01 - Current Coordinated Spectrum Sharing for Opportunistic Access (CoSHARE)
02/SAICT/2017-030709
Researcher
2019/01/16 - 2020/12 Efficient information centric networks for IoT infrastructures (INFOCENT-IOT)
02/SAICT/2017
Post-doc Fellow
Instituto de Telecomunicações, Portugal
Ongoing
2013/07/01 - 2015/04 ADIN - Advanced PHY/MAC Design for Infrastructure-less Networks
info:eu-repo/grantAgreement/FCT/3599-PPCDT/129060/PT
Research Fellow
Fundação para a Ciência e a Tecnologia
2014/04/01 - 2015/03 Many-to-Many COMmunication Architectures for WIreless Networks (MANY2COMWIN)
info:eu-repo/grantAgreement/FCT/3599-PPCDT/133993/PT
Research Fellow
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2014/03 OPPORTUNISTIC-CR - Opportunistic Aggregation of Spectrum and Cognitive Radios: Consequences on Public Policies
info:eu-repo/grantAgreement/FCT/3599-PPCDT/115981/PT
Research Fellow
Fundação para a Ciência e a Tecnologia
Outputs

Publications

Conference paper
  1. Irio, Luis. "Optimal Carrier Sensing Range in Coexisting Wireless Networks". Paper presented in VTC2021-Spring, 2021.
  2. Irio, Luis. "Vehicle Trajectory Prediction based on LSTM Recurrent Neural Networks". Paper presented in VTC2021-Spring, 2021.
  3. Ayman Sabah; Irio, Luis; Rodolfo Oliveira. "Self-interference in Multi-tap Channels for Full-Duplex Wireless Systems". Paper presented in Doctoral Conf. on Computing, Electrical and Industrial Systems - DOCEIS, Caparica, 2020.
  4. Irio, Luis; Ayman Sabah; Rodolfo Oliveira. "Residual Self-Interference Estimation in In-Band Full-Duplex Wireless Systems". Paper presented in International Wireless Communications & Mobile Computing Conference - IWCMC, Limassol, 2020.
  5. Ayman Sabah; Irio, Luis; Rodolfo Oliveira. "In-Band Full-duplex Residual Self-interference Approximation in Multi-tap Delay Fading Channels". Paper presented in International Wireless Communications & Mobile Computing Conference - IWCMC, Limassol, 2020.
  6. Irio, Luis; Rodolfo Oliveira; Daniel Benevides da Costa. "Interference Analysis for Secondary Coexistence in Licensed Networks". Paper presented in IEEE Global Communications Conference (GLOBECOM), Waikoloa, 2019.
  7. Irio, Luis; Oliveira, Rodolfo. "Modeling the Interference caused to a LoRaWAN Gateway due to Uplink Transmissions". 2019.
    10.1109/icufn.2019.8806142
  8. Irio, Luis. "Characterization of the Residual Self-Interference Power in Full-Duplex Wireless Systems". 2018.
    10.1109/ISCAS.2018.8351260
  9. Irio, Luis. "The impact of phase-noise on the communication system receivers". 2018.
    10.1109/YEF-ECE.2018.8368939
  10. Irio, Luis. "On the Impact of Fading on Residual Self-Interference Power of In-Band Full-Duplex Wireless Systems". 2018.
    10.1109/IWCMC.2018.8450357
  11. Irio, Luis. "Impact of Mobility in Spectrum Sensing Capacity". 2017.
    https://doi.org/10.1007/978-3-319-76207-4_14
  12. Irio, Luis. "Real-Time Estimation of the Interference in Random Waypoint Mobile Networks". 2016.
    https://doi.org/10.1007/978-3-319-31165-4_30
  13. Irio, Luis. "Path Loss Interference in Mobile Random Waypoint Networks". 2015.
  14. Irio, Luis. "Sensing Capacity of Cognitive Radio Mobile Ad Hoc Networks". 2015.
    10.1109/WCNC.2015.7127730
  15. Irio, Luis. "Interference estimation in wireless mobile random waypoint networks". 2015.
    10.1109/TELFOR.2015.7377438
  16. Irio, Luis. "Detection of Licensed Users' Activity in a Random Access Ultra Wideband Cognitive System". 2014.
    10.1109/ICUWB.2014.6958957
  17. Irio, Luis. "Characterization of the Spatial False Alarm Effect in Cognitive Radio Networks". 2014.
    10.1109/ICCCN.2014.6911742
  18. Irio, Luis. "SC-FDE Femtocell Energy Saving using IB-DFE Interference Cancellation Techniques". 2014.
    10.1109/ICT.2014.6845133
Journal article
  1. Luis Irio; Andre Ip; Rodolfo Oliveira; Miguel Luis. "An Adaptive Learning-Based Approach for Vehicle Mobility Prediction". IEEE Access (2021): https://doi.org/10.1109/ACCESS.2021.3052071.
    10.1109/ACCESS.2021.3052071
  2. Irio, Luis; Oliveira, Rodolfo. "A Comparative Evaluation of Probabilistic and Deep Learning Approaches for Vehicular Trajectory Prediction". IEEE Open Journal of Vehicular Technology (2021): 1-1. http://dx.doi.org/10.1109/ojvt.2021.3063125.
    10.1109/ojvt.2021.3063125
  3. Irio, Luis; Oliveira, Rodolfo; da Costa, Daniel B.; Alouini, Mohamed-Slim. "Impact of Wireless-Powered Communications in Coexisting Mobile Networks". IEEE Wireless Communications Letters (2020): 1-1. http://dx.doi.org/10.1109/lwc.2020.2980524.
    10.1109/lwc.2020.2980524
  4. Abusabah, Ayman T.; Irio, Luis; Oliveira, Rodolfo; da Costa, Daniel B.. "Approximate Distributions of the Residual Self-Interference Power in Multi-tap Full-Duplex Systems". IEEE Wireless Communications Letters (2020): 1-1. http://dx.doi.org/10.1109/lwc.2020.3042754.
    10.1109/lwc.2020.3042754
  5. Luis Irio; Rodolfo Oliveira; Daniel Benevides da Costa. "Highly Accurate Approaches for the Interference Modeling in Coexisting Wireless Networks". IEEE Communications Letters 23 9 (2019): 1652-1656. https://doi.org/10.1109/LCOMM.2019.2924887.
    10.1109/LCOMM.2019.2924887
  6. Luis Irio; Rodolfo Oliveira. "Distribution of the Residual Self-Interference Power in In-Band Full-Duplex Wireless Systems". IEEE Access 7 (2019): 57516-57526. https://doi.org/10.1109/ACCESS.2019.2914002.
    10.1109/ACCESS.2019.2914002
  7. Irio, Luis. "Interference Characterization in Random Waypoint Mobile Networks". IEEE Transactions on Wireless Communications (2018): 1-1.
    10.1109/TWC.2018.2866426
  8. Irio, Luis; Rodolfo Oliveira. "Interference Estimation in Wireless Mobile Random Waypoint Networks". Telfor Journal 8 2 (2016): 93-97. http://journal.telfor.rs/Published/Vol8No2/Vol8No2_A5.pdf.
  9. Irio, Luis. "Aggregate Interference in Random Waypoint Mobile Networks". IEEE COMMUNICATIONS LETTERS (2015): http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7069271.
    10.1109/LCOMM.2015.2416718
  10. Irio, Luis. "Spectrum Sensing Performance in Cognitive Radio Networks with Multiple Primary Users". IEEE Transactions on Vehicular Technology (2015): http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7046428.
    10.1109/TVT.2015.2406254
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2019/07 Modeling the Interference Caused to a LoRaWAN Gateway Due to Uplink Transmissions International Conference on Ubiquitous and Future Networks (ICUFN)
IEEE (Zagreb, Croatia)
2017/11 Impact of channel dynamics on residual self-interference power of full-duplex wireless systems Comité Português da ANACOM-URSI
(Lisbon, Portugal)
2017/09 Impact of Mobility in Spectrum Sensing Capacity International Conference on Cognitive Radio Oriented Wireless Networks (CROWNCOM)
EAI (Lisbon, Portugal)
2017/01 Estimation of the Interference in Wireless Mobile Networks RTCM - Rede Temática de Comunicações Móveis
(Lisbon, Portugal)
2016/04 Real-Time Estimation of the Interference in Random Waypoint Mobile Networks Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS)
(Caparica, Portugal)
2015/11 Interference Estimation in Wireless Mobile Random Waypoint Networks Telecommunications Forum (Telfor)
(Belgrade, Serbia)
2015/05 Path Loss Interference in Mobile Random Waypoint Networks European Wireless (EW)
(Budapest, Hungary)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2019/09 - 2020/11 Mobility Analytics
Co-supervisor
 Engenharia Electrotécnica e de Computadores (Master)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2018/08 - 2018/08 IEEE International Symp. on Wireless Communication Systems (ISWCS) 2018 - Website and Publicity Chair (2018/08/28 - 2018/08/31)
Conference (Member of the Organising Committee)
2016/09 - 2017/05 Doctoral Conf. on Computing, Electrical and Industrial Systems (DoCEIS) 2017 - Organising Committee (2017/05/03 - 2017/05/05)
Conference

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2018/04/16 - 2018/04/17 IRACON/Met5G Training School - Defining and Realising SINR in Future Mobile Networks
Symposium
University of Surrey, United Kingdom
2018/03/05 - 2018/03/09 IRACON/B5G Winter School - Beyond 5G Networks operating in the Millimeter Wavebands enabled by Joint Analogue-digital Signal Processing
Symposium
Universidade de Lisboa Instituto Superior Técnico, Portugal

Conference scientific committee

Conference name Conference host
2018/05 - 2018/08 IEEE International Symposium on Wireless Communication Systems (ISWCS) Lisbon, Portugal

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2019/09/23 - 2020/01/31 Fundamentals of Physics Engenharia Informática (Licenciatura) Universidade Lusófona de Humanidades e Tecnologias, Portugal
2019/01/21 - 2019/02/22 Transversal Competences for Science and Technology - CTCT (Mestrado integrado) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2018/01/22 - 2018/02/23 Transversal Competences for Science and Technology - CTCT (Mestrado integrado) Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
Distinctions

Other distinction

2018 IRACON/Met5G Training School grant
2015 PhD Fellowship (reference: SFRH/BD/108525/2015)
Fundação para a Ciência e a Tecnologia, Portugal