A Differentiable Throughput Model for Load-Aware Cellular Network Optimization through Gradient Descent
The efficient operation of cellular networks requires careful tuning of configuration
parameters, such as the transmit power or antenna tilts, to adequately balance interference …
parameters, such as the transmit power or antenna tilts, to adequately balance interference …
Bayesian optimization in adverse scenarios
S Daulton - 2023 - ora.ox.ac.uk
Optimization problems with expensive-to-evaluate objective functions are ubiquitous in
scientific and industrial settings. Bayesian optimization has gained widespread acclaim for …
scientific and industrial settings. Bayesian optimization has gained widespread acclaim for …
A Simplified Methodology for H-plane SIW Horn Antenna Design
I Nachev, I Iliev - 2023 58th International Scientific Conference …, 2023 - ieeexplore.ieee.org
The H-plane horn antenna fabricated by waveguide integration in dielectric substrate (SIW)
technology is presented in this paper. The considered antenna is designed on 4 layers …
technology is presented in this paper. The considered antenna is designed on 4 layers …
Techno-economic analysis of providers' profit using Ultra-density in 5G networks
Fifth generation of mobile networks plays an important role internationally for the scientific
community, as well as for everyday life. The challenges are rising, therefore, it is crucial to …
community, as well as for everyday life. The challenges are rising, therefore, it is crucial to …