Daniel C. Cunha

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Regression Model

Irregularly Shaped

Top Venues

Comput. Commun.

Comput. Networks

FLAIRS Conference

Publications

Gustavo P. Bittencourt, João Paulo P. G. Marques, Daniel C. Cunha
Generation of irregular grid maps for fingerprinting-based mobile radio localization using farthest-first traversal and low-discrepancy sequences. Comput. Commun. 211 (2023)
João Paulo P. G. Marques, Daniel C. Cunha, Lucas M. F. Harada, Lizandro N. Silva, Igor D. Silva
A cost-effective trilateration-based radio localization algorithm using machine learning and sequential least-square programming optimization. Comput. Commun. 177 (2021)
Robson D. A. Timoteo, Daniel C. Cunha
A scalable fingerprint-based angle-of-arrival machine learning approach for cellular mobile radio localization. Comput. Commun. 157 (2020)
Sidartha A. L. Carvalho, Daniel C. Cunha, Abel G. Silva-Filho
Autonomous power management in mobile devices using dynamic frequency scaling and reinforcement learning for energy minimization. Microprocess. Microsystems 64 (2019)
L. L. Oliveira, L. A. Oliveira Jr., Gabriel W. A. Silva, Robson D. A. Timoteo, Daniel C. Cunha
An RSS-based regression model for user equipment location in cellular networks using machine learning. Wirel. Networks 25 (8) (2019)
Robson D. A. Timoteo, Daniel C. Cunha, Paulo S. G. de Mattos Neto
A Novel Combining-Based Method of Pool Generation for Ensemble Regression Problems. FLAIRS Conference (2019)
Gustavo P. Bittencourt, Anderson A. F. Urbano, Daniel C. Cunha
A proposal of an RF fingerprint-based outdoor localization technique using irregular grid maps. WCNC (2018)
Diogo M. Almeida, Paulo S. G. de Mattos Neto, Daniel C. Cunha
Hybrid Time Series Forecasting Models Applied to Automotive On-Board Diagnostics Systems. IJCNN (2018)
Sidartha A. L. Carvalho, Lucas M. F. Harada, Rafael N. Lima, Carolina M. A. Barbosa, Daniel C. Cunha, Abel G. Silva-Filho
Identifying power consumption signatures in LTE conformance tests using machine learning. LASCAS (2018)
Sidartha A. L. Carvalho, Daniel C. Cunha, Abel Guilhermino da Silva Filho
Autonomous Power Management for Embedded Systems Using a Non-linear Power Predictor. DSD (2017)
Robson D. A. Timoteo, Lizandro N. Silva, Daniel C. Cunha, George D. C. Cavalcanti
An approach using support vector regression for mobile location in cellular networks. Comput. Networks 95 (2016)
Bruna L. R. Melo, Daniel C. Cunha, Cecilio Pimentel
Optimal power distribution in non-binary LDPC code-based cooperative wireless networks. Comput. Networks 100 (2016)
Sidartha A. L. Carvalho, Rafael N. Lima, Daniel C. Cunha, Abel G. Silva-Filho
A hardware and software Web-based environment for Energy Consumption analysis in mobile devices. NCA (2016)
Sidartha A. L. Carvalho, Daniel C. Cunha, Abel G. Silva-Filho
On the use of nonlinear methods for low-power CPU frequency prediction based on Android context variables. NCA (2016)
Rebecca C. de Albuquerque, Daniel C. Cunha, Cecilio Pimentel
On the complexity-performance trade-off in soft-decision decoding for unequal error protection block codes. EURASIP J. Adv. Signal Process. 2013 (2013)
Juliano B. Lima, Ricardo M. Campello de Souza, Daniel C. Cunha
Multiuser communication based on the discrete fractional fourier transform. ICC (2012)
Daniel C. Cunha, Jaime Portugheis, Vagner Vale do Nascimento
Symbol-Wise Chase Decoding of q-ary Block Codes over BI-AWGN Channels. IEEE Commun. Lett. 15 (2) (2011)
Daniel C. Cunha, Jaime Portugheis
Bounds on the Capacity of the Blockwise Noncoherent APSK-AWGN Channels CoRR (2005)
Daniel C. Cunha, Jaime Portugheis
Bounds on the capacity of the blockwise noncoherent APSK-AWGN channels. ISIT (2005)