Aleksei Ponomarenko-Timofeev
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View article: Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks
Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks Open
Federated systems enable collaborative training on highly heterogeneous data through model personalization, which can be facilitated by employing multi-task learning algorithms. However, significant variation in device computing capabiliti…
View article: Uplink Transmission Control Methods in LSA-Enabled Cellular Networks
Uplink Transmission Control Methods in LSA-Enabled Cellular Networks Open
As of now, multiple approaches to increasing network throughput are being studied. For instance, mmWave communications are expected to deliver increase in network throughput to 7 Gbps over 60 and 28 GHz. As a consequence of increasing freq…
View article: Path Loss Characterization for Intra-Vehicle Wearable Deployments at 60 GHz
Path Loss Characterization for Intra-Vehicle Wearable Deployments at 60 GHz Open
In this work, we present the results of a wide-band measurement campaign at 60 GHz conducted inside a Linkker electric city bus. Targeting prospective millimeter-wave (mmWave) public transportation wearable scenarios, we mimic a typical de…
View article: Path Loss Characterization for Intra-Vehicle Wearable Deployments at 60 GHz
Path Loss Characterization for Intra-Vehicle Wearable Deployments at 60 GHz Open
In this work, we present the results of a wideband measurement campaign at 60 GHz conducted inside a Linkker electric city bus. Targeting prospective millimeter-wave (mmWave) public transportation wearable scenarios, we mimic a typical dep…
View article: Реализация гибридной интеллектуальной обучающей среды продукционного типа
Реализация гибридной интеллектуальной обучающей среды продукционного типа Open
Обучение рассматривается как интеллектуальный процесс, сценарий развития которого при индивидуальном подходе к обучаемому заранее не известен. Он формируется в ходе освоения материала и во многом зависит от интеллектуальных способностей об…
View article: Highly dynamic spectrum management within licensed shared access regulatory framework
Highly dynamic spectrum management within licensed shared access regulatory framework Open
Historical fragmentation in spectrum access models accentuates the need for\nnovel concepts that allow for efficient sharing of already available but\nunderutilized spectrum. The emerging Licensed Shared Access (LSA) regulatory\nframework …