Daniel Carvalho da Cunha

alt text 

Associate Professor (Professor Associado)
Department of Computing Systems
Centro de Informática (CIn)
Federal University of Pernambuco (UFPE)

Contact
Room C-105
Tel: 55-81-21268430 (ext. 4751)
Fax: 55-81-21268438
E-mail: dcunha [at] cin.ufpe.br

Short Bio

Daniel C. Cunha received his B.S. degree in Electronic Engineering from University of Pernambuco (UPE), Recife-PE, Brazil, in 2000 and his Master's and Doctorate degrees in Electrical Engineering from State University of Campinas (UNICAMP), Campinas-SP, Brazil, in 2003 and 2006, respectively. Dr. Cunha has worked as Associate Professor at UPE from February 2007 to February 2012. Since February 2012 he is an Associate Professor of Computer Engineering and Computer Science at the Centro de Informática (CIn) of the Federal University of Pernambuco (UFPE) where he is a member of the Graduate Program in Computer Science.

[CV Lattes]

Research Interests

  • Telecommunications systems, error control coding, applied information theory

  • Wireless and cooperative communications

  • Vehicular networking

  • Machine learning applied to telecommunications systems

  • Mobile positioning techniques

Some recent papers

Radiolocalização de Usuários Móveis usando Fingerprinting e Aprendizado Baseado em Árvores
XI Conferência Nacional em Comunicações, Redes e Segurança da Informação (ENCOM 2021), Virtual Conf., Oct. 2021.
D. T. R. P. Silva, L. N. Silva and D. C. Cunha

A Cost-effective Trilateration-based Radio Localization Algorithm using Machine Learning and Sequential Least-square Programming Optimization
Elsevier Computer Communications, vol. 1, pp. 1-9, 2021.
J. P. P. G. Marques, D. C. Cunha, L. N. Silva, L. M. F. Harada and I. D. Silva

Localização de Usuários Móveis Baseada em Fingerprint de Rádio Frequência: Redução de Espaço de Busca usando Parâmetros de Atraso de Onda das Redes Celulares
XXXVIII Simpósio Brasileiro de Redes de Computadores (SBRC 2020), Rio de Janeiro-RJ, Dec. 2020.
G. H. S. Silva, T. A. L. Domingues, G. W. A. Silva and D. C. Cunha

A Scalable Fingerprint-based Angle-of-arrival Machine Learning Approach for Cellular Mobile Radio Localization
Elsevier Computer Communications, vol. 157, pp. 92-101, 2020.
R. D. A. Timoteo and D. C. Cunha

An RSS-Based Regression Model for User Equipment Location in Cellular Networks using Machine Learning
Springer Wireless Networks, vol. 25, doi: 10.1007/s11276-018-1774-4, pp. 4839-4848, 2019.
L. L. Oliveira, L. A. Oliveira Jr, G. W. A. Silva, R. D. A. Timoteo and D. C. Cunha

A Novel Combining-Based Method of Pool Generation for Ensemble Regression Problems
The 32nd Int. Florida Artificial Intelligence Research Society Conference (FLAIRS 32), Sarasota, USA, May 2019.
R. D. A. Timoteo, D. C. Cunha and P. S. G. Mattos Neto

Autonomous Power Management in Mobile Devices using Dynamic Frequency Scaling and Reinforcement Learning for Energy Minimization
Elsevier Microprocessors and Microsystems, vol. 64, doi: 10.1016/j.micpro.2018.09.008, pp. 205-220, 2019.
S. A. L. Carvalho, D. C. Cunha and A. G. Silva-Filho

Hybrid Time Series Forecasting Models Applied to Automotive On-Board Diagnostics Systems
IEEE International Joint Conference on Neural Networks (IJCNN 2018), Rio de Janeiro, Brazil, Jul. 2018.
D. M. Almeida, P. S. G. Mattos Neto and D. C. Cunha

A Proposal of an RF Fingerprint-based Outdoor Localization Technique using Irregular Grid Maps
IEEE Wireless Communications and Networking Conference (WCNC 2018), Barcelona, Spain, Apr. 2018.
G. P. Bittencourt, A. A. F. Urbano and D. C. Cunha

Identifying Power Consumption Signatures in LTE Conformance Tests using Machine Learning
9th IEEE Latin American Symposium on Circuits and Systems (LASCAS 2018), Puerto Vallarta, Mexico, Feb. 2018.
S. A. L. Carvalho, L. M. F. Harada, R. N. Lima, C. M. A. Barbosa, D. C. Cunha and A. G. Silva-Filho