Pedro Emanuel de Alves Guedes (5912-F7A1-8C47)

Curriculum Vitae

Pedro Emanuel de Alves Guedes

Pedro Emanuel de Alves Guedes was born in Porto, Portugal, in 1995. He completed his Bachelor's degree in Electrical and Computer Engineering in 2016 at the Polytechnic Institute of Porto - School of Engineering of Porto. He also earned his Master's degree in Autonomous Systems from the same institution in 2019. Currently, he is pursuing a PhD in Electrical and Computer Engineering at the University of Porto - Faculty of Engineering, since he earned a PhD Scholarship from the Portuguese Science Foundation (FCT) in 2021. Additionally, he serves as a Guest Assistant at the Polytechnic Institute of Porto - School of Engineering of Porto. Pedro has been actively involved as a Researcher in two projects: MYTAG during his Master's degree and NETTAG+ during his PhD in INESCTEC - Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ciência. His doctoral research focuses on underwater Multi-frequency multibeam echosounder acoustic image processing for the classification and detection of marine litter with machine learning.

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Identification

Personal identification

Full name: Pedro Emanuel de Alves Guedes

Citation names

Guedes, Pedro
Pedro Alves Guedes

Author identifiers

Ciência ID: 5912-F7A1-8C47
ORCID iD: 0009-0009-8070-422X

Email addresses

pedro.e.guedes@inesctec.pt (Professional)

Websites

https://www.linkedin.com/in/pedroguedes691/ (Social media)
https://www.inesctec.pt/pt/pessoas/pedro-emanuel-guedes#intro (Professional)

Knowledge fields

Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Robotics and Automatic Control

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
2021 - 2025 Ongoing	Programa Doutoral de Engenharia Electrotécnica e de Computadores (Doutoramento) Universidade do Porto Faculdade de Engenharia, Portugal	17
2016 - 2019 Concluded	Sistemas Autónomos (Mestrado) Major in Robótica e Sistemas autónomos Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal "Bearing Based Low Cost Underwater Acoustic Positioning System" (THESIS/DISSERTATION)	17
2013 - 2016 Concluded	Engenharia Electrotécnica e de Computadores (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Affiliation

Teaching in Higher Education

	Category Host institution	Employer
2022/03 - Current	Invited Assistant (Polytechnic Teacher)	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
	Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Others

	Category Host institution	Employer
2019/09 - 2021/08	Engineering Consultant - Continental Infotainment MGU22 Project	Capgemini Engineering, France

Projects

Grant

	Designation	Funders
2021/09/01 - 2025/08/31	Acoustic Detection of Submerged Marine Litter using Multi-Frequency Echosounder Water Column Data SFRH/BD/151460/2021 10.54499/SFRH/BD/151460/2021 PhD Student Fellow Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Fundação para a Ciência e a Tecnologia Ongoing

Contract

	Designation	Funders
2023/10/01 - 2024/02/01	NETTAG+ Horizon Europe Program, Grant No. 101112812 Researcher Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Ongoing

Other

	Designation	Funders
2017/09/01 - 2019	MYTAG - Integração de marcas naturais e artificiais para reconstruir migrações de peixes e alterações ontogénicas de nicho PTDC/MAR-EST/2098/2014 Other Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal	Concluded

Outputs

Publications

Conference paper

Pedro Alves Guedes; Hugo Silva; Sen Wang; Alfredo Martins; José Miguel Almeida; Eduardo Silva. "Multibeam Multi-Frequency Characterization of Water Column Litter". 2024.
10.1109/oceans51537.2024.10682168
Pedro Guedes; Nuno Viana; Jose Silva; Guilherme Amaral; Hugo Ferreira; Andre Dias; Jose Miguel Almeida; Alfredo Martins; Eduardo Silva. "Low Cost Underwater Acoustic Positioning System with a Simplified DoA Algorithm". 2019.
10.23919/oceans40490.2019.8962698
Nuno Viana; Pedro Guedes; Diogo Machado; Diogo Pedrosa; Andre Dias; Jose Miguel Almeida; Alfredo Martins; Eduardo Silva. "Underwater Acoustic Signal Detection and Identification Study for Acoustic Tracking Applications". 2018.
10.1109/oceans.2018.8604565

Journal article

Guedes, Pedro Alves; Silva, Hugo Miguel; Wang, Sen; Martins, Alfredo; Almeida, José; Silva, Eduardo. "Acoustic Imaging Learning-Based Approaches for Marine Litter Detection and Classification". Journal of Marine Science and Engineering (2024): https://www.mdpi.com/2077-1312/12/11/1984.
10.3390/jmse12111984