Resource aware client selection for federated learning in IoT scenarios
F Maciel, AM De Souza, LF Bittencourt… - … Computing in Smart …, 2023 - ieeexplore.ieee.org
Machine learning optimizes performance in many embedded applications. A weak point of
many learning solutions is the intensive use of data and computational resources required …
many learning solutions is the intensive use of data and computational resources required …
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 …
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 …
significantly reduce the signal strength at the receiver. Mitigating the negative impacts of …
Spatial-Temporal Attention-Based mmWave Link Quality Prediction Under Dynamic Blockages
Millimeter-wave (mmWave) communication is a promising technology that has become a
key component of next-generation wireless networks due to its large available band-width …
key component of next-generation wireless networks due to its large available band-width …
Map-Driven Mmwave Link Quality Prediction With Spatial-Temporal Mobility Awareness
The susceptibility of millimeter-wave (mmWave) links to blockages poses challenges for
maintaining consistent high-rate performance. By predicting link quality in advance at …
maintaining consistent high-rate performance. By predicting link quality in advance at …
Efficient and Effective Proactive Scheduling for mmWave WLANs
A Deng, DM Blough - Proceedings of the Int'l ACM Conference on …, 2023 - dl.acm.org
To cope with growing wireless bandwidth demand, millimeter wave (mmWave)
communication has been identified as a promising technology to deliver Gbps throughput …
communication has been identified as a promising technology to deliver Gbps throughput …
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 …
significantly reduce the signal strength at the receiver. Mitigating the negative impacts of …
[PDF][PDF] Context-Aware Beam Management via Online Probing in Combinatorial Multi-Armed Bandits
Millimeter-wave (mmWave) communication, a cornerstone in the evolution of next-
generation wireless networks, offers substantial bandwidth and plays a crucial role in …
generation wireless networks, offers substantial bandwidth and plays a crucial role in …