Deep neural network: an alternative to traditional channel estimators in massive MIMO systems

A Melgar, A de la Fuente, L Carro-Calvo… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Fifth-generation (5G) requires a highly accurate estimate of the channel state information
(CSI) to exploit the benefits of massive multiple-input-multiple-output (MaMIMO) systems. 5G …

Semantic Segmentation Network Slimming and Edge Deployment for Real-Time Forest Fire or Flood Monitoring Systems Using Unmanned Aerial Vehicles

YJ Lee, HG Jung, JK Suhr - Electronics, 2023 - mdpi.com
In recent years, there has been a significant increase in the demand for unmanned aerial
vehicle (UAV)-based monitoring systems to ensure proper emergency response during …

Efficient implementation of convolutional neural networks on embedded devices

B Yılmaz - 2022 - earsiv.cankaya.edu.tr
In the field of artificial intelligence, deep convolutional neural network models are very
popular because they can yield results close to those of humans. Depending on the …