Zobrazeno 21 - 30
of 953
pro vyhledávání: '"Yanikomeroglu, Halim"'
Publikováno v:
IEEE Transactions on Communications, Jan. 2024
Selection of hyperparameters in deep neural networks is a challenging problem due to the wide search space and emergence of various layers with specific hyperparameters. There exists an absence of consideration for the neural architecture selection o
Externí odkaz:
http://arxiv.org/abs/2401.16530
Waveform generation is essential for studying signal propagation and channel characteristics, particularly for objects that are conceptualized but still need to be operational. We introduce a comprehensive guide on creating synthetic signals using ch
Externí odkaz:
http://arxiv.org/abs/2401.13791
Autor:
Amiri, Mojtaba, Vaezpour, Elaheh, Javadi, Sepideh, Mili, Mohammad Robat, Yanikomeroglu, Halim, Bennis, Mehdi
Simultaneously transmitting and reflecting reconfigurable intelligent surface (STAR-RIS) is a cutting-edge concept for the sixth-generation (6G) wireless networks. In this paper, we propose a novel system that incorporates STAR-RIS with simultaneous
Externí odkaz:
http://arxiv.org/abs/2401.07644
The deployment of federated learning (FL) within vertical heterogeneous networks, such as those enabled by high-altitude platform station (HAPS), offers the opportunity to engage a wide array of clients, each endowed with distinct communication and c
Externí odkaz:
http://arxiv.org/abs/2401.05308
Federated Learning (FL) is a decentralized machine learning (ML) technique that allows a number of participants to train an ML model collaboratively without having to share their private local datasets with others. When participants are unmanned aeri
Externí odkaz:
http://arxiv.org/abs/2312.10411
Robotic aerial base stations (RABSs) that are able to anchor at tall urban landforms are expected to bring further flexibility to millimeter-wave (mmWave) multi-hop backhaul networks in highly dense urban environments. In this paper, a swarm of RABSs
Externí odkaz:
http://arxiv.org/abs/2312.10373
The growing demand for radio access networks (RANs) driven by advanced wireless technology and the everincreasing mobile traffic, faces significant energy consumption challenges that threaten sustainability. To address this, an architecture referring
Externí odkaz:
http://arxiv.org/abs/2312.10027
Autor:
Liang, Jintao, Chaudhry, Aizaz, Chinneck, John, Yanikomeroglu, Halim, Kurt, Gunes, Hu, Peng, Ahmed, Khaled, Martel, Stephane
In free-space optical satellite networks (FSOSNs), satellites connected via laser inter-satellite links (LISLs), latency is a critical factor, especially for long-distance inter-continental connections. Since satellites depend on solar panels for pow
Externí odkaz:
http://arxiv.org/abs/2312.04795
Autor:
Liang, Jintao, Chaudhry, Aizaz U., Erdogan, Eylem, Yanikomeroglu, Halim, Kurt, Gunes Karabulut, Hu, Peng, Ahmed, Khaled, Martel, Stephane
In free-space optical satellite networks (FSOSNs), satellites can have different laser inter-satellite link (LISL) ranges for connectivity. Greater LISL ranges can reduce network latency of the path but can also result in an increase in transmission
Externí odkaz:
http://arxiv.org/abs/2312.04788
Unmanned aerial vehicle (UAV) is a promising technology for last-mile cargo delivery. However, the limited on-board battery capacity, cellular unreliability, and frequent handoffs in the airspace are the main obstacles to unleash its full potential.
Externí odkaz:
http://arxiv.org/abs/2312.02478