Petia Georgieva

Academic position:	Associate Professor
Joining date:	01-04-2019
Roles in IT:	Researcher
Thematic Line:	Basic Sciences and Enabling Technologies
Group:	Applied Mathematics - Av

Email: Send Email
Address: IT – Aveiro
Instituto de Telecomunicações
Campus Universitário de Santiago
P-3810-193 AVEIRO - PORTUGAL
Tel: +351 234 377 900
Fax: +351 234 377 901

https://www.orcid.org/0000-0002-6424-6590

Scientific Achievements

Degrees

PhD, Faculdade de Engenharia da Universidade do Porto, 15-04-2003

Affiliations

Universidade de Aveiro, 01-09-2003, Aux. Professor

Academic Activities

1Supervision of PhD theses

As Co-supervisor

Artificial Intelligence and FPGA Acceleration for 6G Physical Layer, PhD Student, Fábio Daniel Lopes Coutinho, Expected conclusion 09-2023

4Supervision of MSc theses

As Co-supervisor

3D object detection for self-driving vehicles aided by object velocity, MSc Student, Leandro Miguel Ferreira Alexandrino, Concluded 12-2022
Awareness of optical network performance with machine learning methods, MSc Student, Alípio Fernandes Arruda, Concluded 08-2022
Evaluation of data augmentation techniques in 3D object detection for self-driving vehicles, MSc Student, Xavier Pinto Santos, Concluded 12-2021
Simplified 3D object detection for self-driving cars using high-definition maps, MSc Student, João Gomes, Concluded 09-2001

Publications

1Books Chapters

D.C. Canedo, P.F. Fonseca, P. Georgieva, A. J. R. N Neves, An Innovative Vision System for Floor-Cleaning Robots Based on YOLOv5, Chapter in, Iberian Conference on Pattern Recognition and Image Analysis, Pinho, A.J., Georgieva, P., Teixeira, L.F., Sánchez, J.A, Springer Nature Switzerland AG, Aveiro, 2022

4Papers in Journals

F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, 5G cascaded channel estimation using convolutional neural networks, Digital Signal Processing, Vol. 126, No. 2022, pp. 103483 - 103483, February, 2022,
| Abstract | Full text (PDF 1 MB) | BibTex
D.C. Canedo, P.F. Fonseca, P. Georgieva, A. J. R. N Neves, A Deep Learning-Based Dirt Detection Computer Vision System for Floor-Cleaning Robots with Improved Data Collection, Advances in Communications and Software Technologies - WSEAS Press, Vol. 9, No. 4, pp. 1 - 1, December, 2021,
| Abstract | BibTex
M. Fernandes, B. Brandão, P. Georgieva, P. Monteiro, F. P. Guiomar, Adaptive optical beam alignment and link protection switching for 5G-over-FSO, Optics Express, Vol. 29, No. 13, pp. 20136 - 20136, June, 2021,
| Abstract | Full text (PDF 17 MBs) | BibTex
P. Georgieva, Deep learning models for brain machine interfaces, Annals of Mathematics and Artificial Intelligence, Vol. N/A, No. N/A, pp. N/A - N/A, October, 2019 | BibTex

7Papers in Conferences

F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, CNN-based Algorithm for Joint Channel and Phase Noise Estimation in OFDM Relay Systems, IEEE Latin-American Conference on Communications, Rio de Janeiro, Brazil, December, 2022,
| Abstract | Full text (PDF 499 KBs) | BibTex
F. Coutinho, H. Silva, P. Georgieva, A. Oliveira, A Flexible CNN Architecture for Real-Time FPGA Implementation, III International Conference on Machine Learning & Applied Network Technologies, Conference online, Vol., pp. -, December, 2022 | Full text (PDF 1 MB) | BibTex
P.S André, P. Georgieva, J. F. Pina, P. E. D. Cruz, R. Pousa, Machine Learning Approach for Online Monitoring of Quality of Transmission Performance Indicators in Optical Fiber Networks, European Conference on Optical Communication ECOC, Bordeux, France, Vol., pp. -, September, 2021 | BibTex
D.G. Gomes, R. Jesus, M. Antunes, P. Georgieva, R. Aguiar, Stream Generation: Markov Chains vs GANs, International Conference on Internet of Things, Big Data and Security IoTDBS, Crete, Greece, June, 2019,
| Abstract | BibTex
J. Sanson, P. M. Tomé, P. Georgieva, Enabling MIMO beaforming through compressed CSI feedback based on principal component analysis, Academia Militar - PORTUGUESE CONFERENCE ON PATTERN RECOGNITION - RECPAD, Lisboa, Portugal, October, 2017 | BibTex
D. Duarte, N. D. Oliveira Oliveira, P. Georgieva, R.N. Nogueira, L. Bilro, Wine classification and turbidity measurement by clustering and regression models, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. 0, pp. 0 - 0, September, 2015,
| Abstract | BibTex
D. Duarte, S. Prats, J. J. Keizer, P. Georgieva, R.N. Nogueira, L. Bilro, Novel approach for simultaneous sediment classification and concentration determination of water turbidity, International Conference on Optical Fibre Sensors 24th International Conference on Optical Fibre Sensors OFS24, Curitiba, Brazil, Vol. 9634, pp. 96342U-1 - 96342U-4, September, 2015,
| Abstract | BibTex

Patents

1Patents

Semi-synthetic dataset generation for 3D object detection, PT117646, National, Pending, 14-12-2021, Portugal

Projects

Currently running projects2

Acronym	Name	Funding Agency	Start date	Ending date
Dior	Deep Intelligent Optical and Radio Communication Networks	EC	01-12-2021	30-11-2025
OptWire	Next-Generation Optical Wireless Communications Enabled by Artificial Intelligence	FCT	01-12-2021	30-11-2024

Closed Projects1

Acronym	Name	Funding Agency	Start date	Ending date
FreeCom-B5G	Ultra-high-capacity free-space optical communications for beyond 5G	IT	01-01-2020	31-12-2022

IT Member Profile

Petia Georgieva

Scientific Achievements

As Co-supervisor

As Co-supervisor

Currently running projects2

Closed Projects1