A deep learning framework for blockage mitigation and duration prediction in mmWave wireless networks

A Almutairi, A Keshavarz-Haddad, E Aryafar - Ad Hoc Networks, 2024 - Elsevier
Millimeter-Wave (mmWave) communication can be highly affected by blockages, which can
drastically decrease the signal strength at the receiver side. To overcome the impact of …

Gated Recurrent Units for Blockage Mitigation in mmWave Wireless

A Almutairi, A Keshavarz-Haddad… - … of the Int'l ACM Symposium …, 2023 - dl.acm.org
Millimeter-Wave (mmWave) communication is susceptible to blockages, which can
significantly reduce the signal strength at the receiver. Mitigating the negative impacts of …

Estimating Link Capacity with Uncertainty Bounds in Cellular Networks

CL Vielhaus, O Lhamo, JVS Busch… - … Sea Conference on …, 2023 - ieeexplore.ieee.org
Machine learning (ML) equips next-generation networks with anticipatory capabilities. End-
to-end predictive Quality of Service (pQoS) leverages ML models to estimate QoS indicators …

AN IMPROVED 5G MOBILITY HANDOVER EFFICIENT BY CREATING A DIGITAL TWIN NETWORK: A REVIEW

UD Maiwada, KU Danyaro, A Sarlan… - … Journal of Software …, 2024 - journal.ump.edu.my
In the age of 5G, seamless mobility handovers are vital, especially in densely populated
areas like Malaysia, to prevent disruptions and resource inefficiencies. A proposed solution …

Enhancing 5G energy efficiency through digital twin networks: A comprehensive review

UD Maiwada, KU Danyaro… - Digital Twins and …, 2024 - Wiley Online Library
In the era of 5G, seamless mobility handovers are critical in densely populated regions like
Malaysia to mitigate disruptions and inefficiencies. 5G networks offer unprecedented data …

A Deep Learning Framework for Blockage Mitigation in mmWave Wireless

AH Almutairi - 2024 - search.proquest.com
Millimeter-Wave (mmWave) communication is a key technology to enable next generation
wireless systems. However, mmWave systems are highly susceptible to blockages, which …

Gated Recurrent Units for Blockage Mitigation and Duration Prediction in Mmwave Wireless

A Almutairi, A Keshavarz-Haddad, E Aryafar - Available at SSRN 4717850 - papers.ssrn.com
Millimeter-Wave (mmWave) communication is susceptible to blockages, which can
significantly reduce the signal strength at the receiver. Mitigating the negative impacts of …