Michel Daoud Yacoub

Universidade Estadual de Campinas (UNICAMP) — Brazil

Engineering · Physical Sciences

34h-index6.5kcitations342works1.52yr avg
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Research Topics

Advanced Wireless Communication Techniques(142), Wireless Communication Networks Research(124), Advanced MIMO Systems Optimization(117), Power Line Communications and Noise(55), Cooperative Communication and Network Coding(51)

Publications343 total

Cute but Cunning: Effective Closed-Form Alternatives to the Exact Lognormal Statistics
IEEE Transactions on Communications·2026Open Access
Cute but Cunning: Effective Closed-Form Alternatives to the Exact Lognormal Statistics
IEEE Transactions on Communications·2026
Outage Analysis of TAS-NOMA Systems with Multi-Antenna Users Over $\alpha-\mu$ Fading
2025Open Access
Log-Mu Fading Process: Second-Order Statistics for Diversity-Combining Techniques
ArXiv.org·2025Open Access
To Trust or Not to Trust: On Calibration in ML-Based Resource Allocation for Wireless Networks
IEEE Transactions on Network Science and Engineering·2025Open Access
To Trust or Not to Trust: On Calibration in ML-based Resource Allocation for Wireless Networks
arXiv (Cornell University)·2025Open Access
Performance of RIS-Assisted Systems in Mixed Fading Conditions
IEEE Transactions on Communications·2025· 1 citedOpen Access
Sums of Mixed Independent Positive Random Variables: A Unified Framework
arXiv (Cornell University)·2025Open Access
Impact of Platt Scaling on Calibration in ML-Based Wireless Resource Allocation
2025· 1 cited
Level Crossing Rate Inequalities for Product Processes and Applications to Fading Multichannels
IEEE Transactions on Information Theory·2025Open Access
Cute But Cunning: Circumventing Lognormal Statistic Complexities
IEEE Wireless Communications Letters·2025
NOMA Performance in α-μ and Mixed Fadings: Exact Formulations and Accurate Approximations
IEEE Open Journal of the Communications Society·2025Open Access
Performance Analysis of CNN-based Autoencoders Under Generalized Fading Channels
2025Open Access
Rice e Hoyt: Parâmetros sob uma Abordagem Via Razão de Uniformes
2025Open Access
On the Sum of Ratios of $\alpha$-$\mu$ Variates With Application to Composite Fading Channels
IEEE Transactions on Vehicular Technology·2024
Beyond Linear Binning: Logarithmic Insights for Calibrated Machine Learning in Wireless Systems
2024· 2 cited
Exact Statistics and Tight Approximations for RIS-Assisted Communications in Generalized Fading Environments
2024
Optimal Classifier for an ML-Assisted Resource Allocation in Wireless Communications
IEEE Networking Letters·2024· 3 citedOpen Access
On the Exact Sum of Products of Rayleigh Envelopes With Application to RIS
IEEE Wireless Communications Letters·2024· 3 cited
A Custom Loss Function for Machine Learning-based Resource Allocation Policies
2024· 3 cited
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Frequent Co-authors

Daniel Benevides da Costa(14), José Cândido Silveira Santos Filho(13), Gustavo Fraidenraich(9), Carlos Rafael Nogueira da Silva(5), Simon L. Cotton(4), Nidhi Simmons(4), Rausley A. A. de Souza(4), Elvio J. Leonardo(3), Paulo Cardieri(3), J.E. Vargas Bautista(2), Ugo Silva Dias(2), Paschalis C. Sofotasios(2), Tiago Reis Rufino Marins(2), André A. dos Anjos(2), Vicent Miquel Rodrigo Peñarrocha(2), Lorenzo Rubio(2), Juan Reig(2), Leonardo Guerra de Rezende Guedes(1), C.R.C.M. da Silva(1), Nidhi Bhargav(1)