Deep learning-based channel prediction in realistic vehicular communications

J Joo, MC Park, DS Han, V Pejovic - IEEE Access, 2019 - ieeexplore.ieee.org
Access to reliable estimates of the wireless channel, such as the channel state information
(CSI) and the received signal strength would open opportunities for timely adaptation of …

Joint optimization of device to device resource and power allocation based on genetic algorithm

H Takshi, G Doǧan, H Arslan - IEEE Access, 2018 - ieeexplore.ieee.org
Device-to-device (D2D) communication plays an important role in the next generation of
communication systems. Enabling D2D communication decreases latency and expands the …

On optimally solving sub‐tree scheduling for wireless sensor networks with partial coverage: A branch‐and‐cut algorithm

N Bianchessi - Networks, 2023 - Wiley Online Library
Given a wireless sensor network, we consider the problem to minimize its total energy
consumption over consecutive time slots with respect to communication activities. Nonempty …

Efficient indoor propagation channel prediction based on deep learning approach

K Kedjar, L Talbi, M Nedil - IET Microwaves, Antennas & …, 2021 - Wiley Online Library
In this study, efficient channel characterisation and modelling based on deep learning
algorithms are developed and presented in a line‐of‐sight (LOS) scenario. The learning and …

Deep learning modeling of channel propagation in indoor environments

K Kedjar - 2021 - di.uqo.ca
Recently the rising internet of things technology has pushed the wireless communication
systems to require more channel capacity and coverage, resulting in using high frequency …

[PDF][PDF] Deep Learning-Based Channel Prediction in Realistic Vehicular Communications

V PEJOVIC - scholar.archive.org
Access to reliable estimates of the wireless channel, such as the channel state information
(CSI) and the received signal strength would open opportunities for timely adaptation of …

[引用][C] On optimally solving sub-tree scheduling for wireless sensor networks with partial coverage

N Bianchessia