no code implementations • 1 Feb 2023 • Amin Farajzadeh, Animesh Yadav, Omid Abbasi, Wael Jaafar, Halim Yanikomeroglu
We propose a federated learning (FL) in stratosphere (FLSTRA) system, where a high altitude platform station (HAPS) facilitates a large number of terrestrial clients to collaboratively learn a global model without sharing the training data.
no code implementations • 14 Oct 2022 • Weili Wang, Omid Abbasi, Halim Yanikomeroglu, Chengchao Liang, Lun Tang, Qianbin Chen
In this article, we develop an AI-native VHetNets-enabled framework to provide the anomaly detection service for ubiquitous IoT, whose implementation is assisted by intelligent network management functionalities.
no code implementations • 15 Aug 2022 • Afsoon Alidadi Shamsabadi, Animesh Yadav, Omid Abbasi, Halim Yanikomeroglu
However, the problem of interference is the bottleneck for the optimal operation of such an integrated network.
no code implementations • 28 Jun 2021 • Qiqi Ren, Omid Abbasi, Gunes Karabulut Kurt, Halim Yanikomeroglu, Jian Chen
In addition, the caching technique is introduced for network edges to store some of the fundamental data from the HAPS so that large propagation delays can be reduced.