[HTML][HTML] Reinforcement learning in blockchain-enabled IIoT networks: A survey of recent advances and open challenges

F Jameel, U Javaid, WU Khan, MN Aman, H Pervaiz… - Sustainability, 2020 - mdpi.com
Blockchain is emerging as a promising candidate for the uberization of Internet services. It is
a decentralized, secure, and auditable solution for exchanging, and authenticating …

Spectral efficiency optimization for next generation NOMA-enabled IoT networks

WU Khan, J Liu, F Jameel, V Sharma… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) is a rapidly emerging paradigm with the capability
to improve the spectral efficiency of data-driven, intelligence inspired, and highly digitized …

Efficient power allocation for NOMA-enabled IoT networks in 6G era

WU Khan, F Jameel, MA Jamshed, H Pervaiz… - Physical …, 2020 - Elsevier
Due to unrivaled effectiveness, non-orthogonal multiple access (NOMA) has risen as a
promising multiple access scheme for the Internet of things (IoT). In this paper, we provide a …

Energy efficiency maximization for beyond 5G NOMA-enabled heterogeneous networks

WU Khan, X Li, A Ihsan, Z Ali, BM Elhalawany… - Peer-to-Peer Networking …, 2021 - Springer
Non-orthogonal multiple access (NOMA) is expected to play a critical role in heterogeneous
networks (HetNets) for beyond fifth-generation (5G) wireless systems. The unrivaled benefits …

Multiobjective optimization of uplink NOMA-enabled vehicle-to-infrastructure communication

WU Khan, F Jameel, GAS Sidhu, M Ahmed, X Li… - IEEE …, 2020 - ieeexplore.ieee.org
Vehicular communication is gradually evolving from the rudimentary data exchange
techniques to innovative, efficient, and large-scale communication platform. The future …

Reinforcement learning for scalable and reliable power allocation in SDN-based backscatter heterogeneous network

F Jameel, WU Khan, MA Jamshed… - … -IEEE Conference on …, 2020 - ieeexplore.ieee.org
Backscatter heterogeneous networks are expected to usher a new era of massive
connectivity of low-powered devices. With the integration of software-defined networking …

[HTML][HTML] Energy-efficient beyond 5G multiple access technique with simultaneous wireless information and power transfer for the factory of the future

Z Albataineh, A Andrawes, NF Abdullah, R Nordin - Energies, 2022 - mdpi.com
In the Industrial Internet of Things (IIoT), non-orthogonal multiple access (NOMA) has
emerged as a viable multiple access method due to its superior efficiency. In this paper, a …

[HTML][HTML] An efficient algorithm for data parallelism based on stochastic optimization

KA Alnowibet, I Khan, KM Sallam… - Alexandria Engineering …, 2022 - Elsevier
Deep neural network models can achieve greater performance in numerous machine
learning tasks by raising the depth of the model and the amount of training data samples …

Semi-blind beamforming in beam space MIMO NOMA for mmWave communications

MA Shaikh, A Manzar, M Moinuddin, SU Rehman… - IEEE …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) scheme has gained remarkable consideration from
researchers as it is a favorable technique for the future release of 5G and beyond. Recently …

Power allocation and user assignment scheme for beyond 5G heterogeneous networks

K Bakht, F Jameel, Z Ali, WU Khan… - Wireless …, 2019 - Wiley Online Library
The issue of spectrum scarcity in wireless networks is becoming prominent and critical with
each passing year. Although several promising solutions have been proposed to provide a …