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underwater, robotics, sonar, multibeam, machine learning, underwater acoustics, signal processing, acoustic imaging
Portugal

Biography

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.

Activities

Employment (1)

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto: Porto, PT

2022-03 to present | Adjunt Professor (Electronics)
Employment
Source: Self-asserted source
Pedro Alves Guedes

Education and qualifications (3)

Faculdade de Engenharia, Universidade do Porto: Porto, PT

2021 to present | PhD (PDEEC)
Education
Source: Self-asserted source
Pedro Alves Guedes

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto: Porto, PT

2016 to 2019 | Master (DEEC)
Education
Source: Self-asserted source
Pedro Alves Guedes

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto: Porto, PT

2013 to 2016 | Bachelor (DEEC)
Education
Source: Self-asserted source
Pedro Alves Guedes

Funding (1)

Acoustic Detection of Submerged Marine Litter using Multi-Frequency Echosounder Water Column Data

2021-09-01 to 2025-08-31 | Grant
Fundação para a Ciência e a Tecnologia (Lisboa, PT)
GRANT_NUMBER:

SFRH/BD/151460/2021

Source: check_circle
CIÊNCIAVITAE

Works (5)

Acoustic Imaging Learning-Based Approaches for Marine Litter Detection and Classification

Journal of Marine Science and Engineering
2024 | Journal article
SOURCE-WORK-ID:

cv-prod-id-4394017

Part of ISSN: 2077-1312
Contributors: Guedes, Pedro Alves; Silva, Hugo Miguel; Wang, Sen; Martins, Alfredo; Almeida, José; Silva, Eduardo
Source: check_circle
CIÊNCIAVITAE
grade
Preferred source (of 4)‎

Multibeam Multi-Frequency Characterization of Water Column Litter

2024-04-15 | Conference paper
SOURCE-WORK-ID:

cv-prod-id-4363516

Contributors: Pedro Alves Guedes; Hugo Silva; Sen Wang; Alfredo Martins; José Miguel Almeida; Eduardo Silva
Source: check_circle
CIÊNCIAVITAE
grade
Preferred source (of 3)‎

Bearing Based Low Cost Underwater Acoustic Positioning System

2019 | Dissertation or Thesis
Contributors: Pedro Alves Guedes
Source: Self-asserted source
Pedro Alves Guedes

Low Cost Underwater Acoustic Positioning System with a Simplified DoA Algorithm

OCEANS 2019 MTS/IEEE SEATTLE
2019-10 | Conference paper
Contributors: Pedro Guedes; Nuno Viana; Jose Silva; Guilherme Amaral; Hugo Ferreira; Andre Dias; Jose Miguel Almeida; Alfredo Martins; Eduardo Silva
Source: Self-asserted source
Pedro Alves Guedes
grade
Preferred source (of 3)‎

Underwater Acoustic Signal Detection and Identification Study for Acoustic Tracking Applications

OCEANS 2018 MTS/IEEE Charleston
2018-10 | Conference paper
Contributors: Nuno Viana; Pedro Guedes; Diogo Machado; Diogo Pedrosa; Andre Dias; Jose Miguel Almeida; Alfredo Martins; Eduardo Silva
Source: Self-asserted source
Pedro Alves Guedes
grade
Preferred source (of 3)‎