Reinforcement learning-enabled intelligent device-to-device (I-D2D) communication in narrowband Internet of Things (NB-IoT)

A Nauman, MA Jamshed, R Ali, K Cengiz… - Computer …, 2021 - Elsevier
Abstract The 5 th Generation (5G) and Beyond 5G (B5G) are expected to be the enabling
technologies for Internet-of-Everything (IoE). The quality-of-service (QoS) for IoE in the …

Reliability optimization in narrowband device-to-device communication for 5G and beyond-5G networks

A Nauman, MA Jamshed, YA Qadri, R Ali… - IEEE Access, 2021 - ieeexplore.ieee.org
The 5G and beyond-5G (B5G) is expected to be a key enabler for Internet-of-Everything
(IoE). The narrowband Internet of Things (NB-IoT) is a low-power wide-area enabling …

An intelligent deterministic D2D communication in narrow-band Internet of Things

A Nauman, MA Jamshed, Y Ahmad… - … & Mobile Computing …, 2019 - ieeexplore.ieee.org
To enable the internet of things (IoT) devices with increased coverage and optimized power
consumption, the 3 rd generation partnership (3GPP) standardizes the idea of narrowband …

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 …

Narrowband Internet of Things systems with opportunistic D2D communication

Y Li, K Chi, H Chen, Z Wang… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
Narrowband Internet of Things (NB-IoT) is a new cellular technology introduced by the third
generation partnership (3GPP) providing low-power and wide-area coverage for IoT. In this …

Deep-reinforcement-learning-based energy-efficient resource management for social and cognitive Internet of Things

H Yang, WD Zhong, C Chen… - ieee internet of things …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) has attracted much interest due to its wide applications, such as
smart city, manufacturing, transportation, and healthcare. Social and cognitive IoT is capable …

Deep reinforcement learning based resource allocation for narrowband cognitive radio-IoT systems

KF Muteba, K Djouani, TO Olwal - Procedia Computer Science, 2020 - Elsevier
Abstract Narrowband Internet-of-Things (NB-IoT) is a low-power wide area (LPWA)
technology developed by the Third-generation Partnership Project (3GPP) with objective to …

Deep reinforcement learning based algorithm for symbiotic radio iot throughput optimization in 6g network

GM Salama, SS Metwly, EG Shehata… - IEEE …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT)-based 6G is expected to revolutionize our world. Various candidate
technologies have been proposed to meet IoT system requirements based on 6G, symbiotic …

[HTML][HTML] EMBLR: A high-performance optimal routing approach for D2D communications in large-scale IoT 5G network

V Tilwari, K Dimyati, MHDN Hindia… - Symmetry, 2020 - mdpi.com
Coping with the skyrocketing needs for massive amounts of data for the future Fifth
Generation (5G) network, Device-to-Device (D2D) communications technology will provide …

Internet of reliable things: Toward D2D-enabled NB-IoT

KM Malarski, F Moradi, KD Ballal… - … Conference on Fog …, 2020 - ieeexplore.ieee.org
A growing number of connected IoT devices makes it more and more difficult for the network
to provide the desired reliability in any deployment scenario. The advent of NB-IoT …