On softwarization of intelligence in 6G networks for ultra-fast optimal policy selection: Challenges and opportunities

S Hashima, ZM Fadlullah, MM Fouda… - IEEE …, 2022 - ieeexplore.ieee.org
The emerging Sixth Generation (6G) communication networks promising 100 to 1000 Gb/s
rates and ultra-low latency (1 millisecond) are anticipated to have native, embedded Artificial …

AI-enabled UAV communications: Challenges and future directions

AO Hashesh, S Hashima, RM Zaki, MM Fouda… - IEEE …, 2022 - ieeexplore.ieee.org
Recently, unmanned aerial vehicles (UAVs) communications gained significant
concentration as a talented technology for future wireless communications using its …

Energy-aware hybrid RF-VLC multiband selection in D2D communication: A stochastic multiarmed bandit approach

S Hashima, MM Fouda, S Sakib… - IEEE Internet of …, 2022 - ieeexplore.ieee.org
To handle the exponentially growing service expectations from mobile users and circumvent
the band switching slow rate, device-to-device (D2D) communication is receiving much …

Optimal channel selection in hybrid RF/VLC networks: A multi-armed bandit approach

MM Fouda, S Hashima, S Sakib… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
We investigate optimal band/channel selection in hybrid radio frequency and visible light
communication (RF/VLC) networks. Particularly, we first develop a robust hybrid RF/VLC …

Two-stage multiarmed bandit for reconfigurable intelligent surface aided millimeter wave communications

EM Mohamed, S Hashima, K Hatano, SA Aldossari - Sensors, 2022 - mdpi.com
A reconfigurable intelligent surface (RIS) is a promising technology that can extend short-
range millimeter wave (mmWave) communications coverage. However, phase shifts (PSs) of …

Improved UCB-based energy-efficient channel selection in hybrid-band wireless communication

S Hashima, MM Fouda, ZM Fadlullah… - 2021 IEEE Global …, 2021 - ieeexplore.ieee.org
While hybrid-band wireless systems recently gained prominence to achieve high capacity,
selecting the best channel in these systems in real-time is still a formidable research …

Dual objective bandit for best channel selection in hybrid band wireless systems

S Hashima, M M. Fouda, K Hatano, H Kasban… - Journal of Ambient …, 2023 - Springer
This paper manipulates a creative online learning solution for optimal band/channel
assignment in hybrid radio frequency and visible light communication (RF/VLC) systems …

Cost-aware bandits for efficient channel selection in hybrid band networks

S Hashima, K Hatano, MM Fouda, ZM Fadlullah… - Electronics, 2022 - mdpi.com
Recently, hybrid band communications have received much attention to fulfil the
exponentially growing user demands in next-generation communication networks. Still …

[PDF][PDF] 5G Network: Techniques to Increase Quality of Service and Quality of Experience

NA Khan - Int. J. Comput. Netw. Appl.(IJCNA), 2022 - academia.edu
The rapid growth of interconnected networks and devices inevitably causes the rise of traffic
demand and thus pushes the technologies like long-term evolution-Advanced (LTE-A) and …

WiGig wireless sensor selection using sophisticated multi armed bandit schemes

S Hashima, EM Mohamed, K Hatano… - … on Mobile Computing …, 2021 - ieeexplore.ieee.org
The broadband merits of wireless gigabit (WiGig) technology motivated its extensive usage
in future wireless sensor networks (WSNs) as well as internet of things (IoT) networks in …