About Me

Who Am I?

Hi I'm Diego Haddad I hold a doctorate in electrical engineering from COPPE / UFRJ (2013), a master's degree in electrical engineering (2008) from the same institution and a degree in electrical engineering with an emphasis on telecommunications from the State University of Rio de Janeiro (2005). I'm a Computer Engineering Professor (CEFET-RJ campus PetrĂ³polis), and I'm with the Master's Program in Electrical Engineering (PPEEL-CEFET/RJ), the Master's Program in Computing (PPCIC-CEFET / RJ) and the Doctorate in Instrumentation and Applied Optics (PPGIO, CEFET/RJ-UFF). I am currently coordinator of the Master Program in Electrical Engineering (PPEEL-CEFET/RJ). I was a member of the Technical Program Committee of the AES-Brasil Audio Engineering Congress (2011, 2014 and 2015), Offshore Technology Conference (2011) and of SBrT 2019.

Computer Engineering B.Sc. (in portuguese)

Program of Electrical Engineering (PPEEL-CEFET/RJ) (in portuguese)

Program of Computer Science (PPCIC-CEFET/RJ) (in portuguese)

Program of Instrumentation and Applied Optics (PPGIO, CEFET/RJ-UFF) (in portuguese)

Video about some of my projects (in portuguese)

Curriculum Vitae in Portuguese (Lattes)

What I do?

Here are some of my expertise

Signal Processing

Extracting information of interest from signals

Artificial Intelligence

Neural Networks, Decision Trees, Regressors

Adaptive Filtering

Design and Analysis of State-of-the-Art Adaptive Algorithms

Data Science

Statistics, Data Mining

Computer Vision

Extracting high-level information from images and videos

Evolutionary Computing

Genetic Algorithms, Ant Colony, Particle Swarms

Cups of coffee
Journal Papers
Conference Papers
Supervised Msc./Dsc. students
Publications

Publications

  1. Petraglia, M. R., Resende, L. C., Haddad, D. B., Ferreira, G., Campelo, P. "Sparsity-Aware Reuse of Coefficients NLMS". Electronics Letters, v. 1, p. 1-2, 2019. doi: 10.1049/el.2019.0489 link
  2. Lara, P., Tarrataca, L. D. T. J., Haddad, Diego B. "Exact Expectation Analysis of the Deficient-Length LMS Algorithm". Signal Processing, v. 1, p. 1-13, 2019. doi: 10.1016/j.sigpro.2019.04.009 link
  3. S. de Assis, L., de P. Junior, J. R., Tarrataca, L. D. T. J., Fontoura, A. R., Haddad, D. B. "Efficient Volterra systems identification using hierarchical genetic algorithms". Applied Soft Computing, v. 1, 105745, 2019. doi: 10.1016/j.asoc.2019.105745 link
  4. Andrade, F. A. A., Hovenburg, A., de Lima, L. N. de, Rodin, Christopher D., Johansen, T. A., Storvold, R., Correia, C. A. M., Haddad, D. B. "Autonomous Unmanned Aerial Vehicles in Search and Rescue Missions Using Real-Time Cooperative Model Predictive Control", Sensors, v. 19, p. 4067, 2019. doi: 10.3390/s19194067 link
  5. de Souza, J. V. G., Haddad, D. B., Henriques, F. da R., Petraglia, M. R. "Novel Proportionate Adaptive Filters with Coefficient Vector Reusing". Circuits, Systems and Signal Processing, v. 1, p. 1-10, 2019. doi: 10.1007/s00034-019-01266-z link
  6. Lara, P., Igreja, F., Tarrataca, L. D. T. J., Haddad, D. B., Petraglia, M. R. "Exact Expectation Evaluation and Design of Variable Step-Size Adaptive Algorithms", IEEE Signal Processing Letters, p. 74-78, vol. 26, n. 1, jan. 2019. doi: 10.1109/LSP.2018.2880084 link
  7. Lara, P., Olinto, K. S., Petraglia, F. R., Haddad, D. B. "Exact analysis of the least-mean-square algorithm with coloured measurement noise", Electronics Letters, p. 1-2, 2018. doi: 10.1049/el.2018.6675 link
  8. Haddad, D. B.; Lima, M. V. S., Martins, W. A., Biscainho, L. W. P., Nunes, L. O., Lee, B. "Acoustic Sensor Self-Localization: Models and Recent Results". Wireless Communications and Mobile Computing, v. 2017, p. 1-13, 2017. doi: 10.1155/2017/7972146. link
  9. Olinto, K. da S., Haddad, D. B., Petraglia, M. R. "Transient analysis of l0-LMS and l0-NLMS algorithms", Signal Processing, v. 127, p. 217-226, 2016. doi: 10.1016/j.sigpro.2016.02.017. link
  10. Petraglia, M. R., Haddad, D. B., Marques, E. L. "Affine Projection Subband Adaptive Filter with Low Computational Complexity". IEEE Transactions on Circuits and Systems. II, Express Briefs, vol. 63, no. 10, pp. 989-993, Oct. 2016. doi: 10.1109/TCSII.2016.2539080 link
  11. Haddad, D. B., Martins, W. A., da Costa, M do V. M., Biscainho, L. W. P., Nunes, L. O., Lee, B. "Robust Acoustic Self-Localization of Mobile Devices". IEEE Transactions on Mobile Computing, v. 15, p. 982-995, 2016. doi: 10.1109/TMC.2015.2439278 link
  12. Petraglia, M. R., Haddad, D. B., Marques, E. L. "Normalized Subband Adaptive Filtering Algorithm with Reduced Computational Complexity". IEEE Transactions on Circuits and Systems. II, Express Briefs, vol. 62, no. 12, pp. 1164-1168, Dec. 2015. doi: 10.1109/TCSII.2015.2468952 link
  13. Haddad, D. B., Petraglia, M. R. "Transient and steady-state MSE analysis of the IMPNLMS algorithm". Digital Signal Processing, Volume 33, Pages 50-59, October 2014. doi: 10.1016/j.dsp.2014.07.002 link
  14. Petraglia, M. R., Haddad, D. B. "Mean-square error and stability analysis of a subband structure for the rapid identification of sparse impulse responses". Digital Signal Processing, Volume 22, Issue 6, Pages 1068-1072, Dec. 2012. doi: 10.1016/j.dsp.2012.04.013 link
  15. Clark, F. S. P., Petraglia, M. R., Haddad, D. B. "A New Initialization Method for Frequency-Domain Blind Source Separation Algorithms", IEEE Signal Processing Letters, v. 18, p. 343-346, 2011. doi: 10.1109/LSP.2011.2135851 link
Get in Touch

Contact

Rua do Imperador, 971, Centro, PetrĂ³polis