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Publikováno v:
IEEE Access, Vol 12, Pp 92181-92197 (2024)
Deep neural networks (DNNs) are a type of artificial intelligence models that are inspired by the structure and function of the human brain, designed to process and learn from large amounts of data, making them particularly well-suited for tasks such
Externí odkaz:
https://doaj.org/article/0b90e5819cbb42f1b72a187a06a06d79
Publikováno v:
IEEE Open Journal of the Communications Society, Vol 5, Pp 3762-3774 (2024)
Cognitive radio networks (CRNs) mitigate spectrum scarcity by leveraging the holes in the licensed spectrum to enable Internet of Things (IoT) devices to opportunistically access the spectrum. However, IoT devices need to sense the spectrum before th
Externí odkaz:
https://doaj.org/article/19ea9d3c35894b14a9a780e057ce4e2c
Publikováno v:
IEEE Access, Vol 12, Pp 90971-90978 (2024)
This study investigates the optimization of proportional fair (PF) and energy efficiency in simultaneous wireless information and power transfer (SWIPT)-based device-to-device (D2D) networks considering the residual battery levels of D2D users to inc
Externí odkaz:
https://doaj.org/article/6577658ecd8947ecad6127faa662853d
Publikováno v:
IEEE Access, Vol 12, Pp 86271-86292 (2024)
The quality of service (QoS) in public transportation is not at an acceptable level in high-mobility scenarios as penetration loss severely degrades signal quality and reduces the achievable data rate. Also, high mobility requirement is included in 5
Externí odkaz:
https://doaj.org/article/9a19e51774294f96995c63ffafa51458
Autor:
Daan P. K. Truijen, Justus P. Hoffstaedt, Jonathan Fahlbeck, Antonio Jarquin Laguna, Hakan Nilsson, Kurt Stockman, Jeroen D. M. de Kooning
Publikováno v:
IEEE Access, Vol 12, Pp 86854-86868 (2024)
In an effort to make pumped hydropower storage (PHS) technology feasible for regions with a flat topography, recent research shows promising results using a contra-rotating reversible pump-turbine at low-head. In this study, the impact of dual variab
Externí odkaz:
https://doaj.org/article/7c24723a5b6547359ebe7e38af4ae9fd
Autor:
Deafallah Alsadie
Publikováno v:
IEEE Access, Vol 12, Pp 85089-85102 (2024)
Edge Computing (EC) has emerged as a pivotal paradigm, offering solutions to address the challenges posed by latency-sensitive applications and to enhance overall network performance. In EC environments, efficient task offloading is crucial for minim
Externí odkaz:
https://doaj.org/article/bc0bee4255a44d5c920044720ec53927
Autor:
Nivetha Baskar, Poongundran Selvaprabhu, Vinoth Babu Kumaravelu, Sunil Chinnadurai, Vetriveeran Rajamani, Vivek Menon U, Vinoth Kumar C
Publikováno v:
IEEE Access, Vol 12, Pp 85423-85454 (2024)
This survey paper provides a comprehensive overview of integrating Multiple-Input Multiple-Output (MIMO) with Intelligent Reflecting Surfaces (IRS) in wireless communication systems. IRS is known as reconfigurable metasurfaces, have emerged as a tran
Externí odkaz:
https://doaj.org/article/acfd5e282c6d4cd18612594e22d25d32
Publikováno v:
IEEE Access, Vol 12, Pp 81889-81910 (2024)
The Open Radio Access Network (RAN) emerges as a revolutionary architecture promising unprecedented levels of openness, flexibility, and intelligence within radio access networks. Central to this innovation is the integration of Machine Learning (ML)
Externí odkaz:
https://doaj.org/article/8f0e0a2035dc4e57a49a87f7f34de7fd
Autor:
Iacovos I. Ioannou, Marios Raspopoulos, Prabagarane Nagaradjane, Christophoros Christophorou, Waqar Ali Aziz, Vasos Vassiliou, Andreas Pitsillides
Publikováno v:
IEEE Access, Vol 12, Pp 81646-81681 (2024)
In the rapidly developing field of wireless communication, the control of beams in Reconfigurable Intelligent Surfaces (RISs) has emerged as a promising element beyond 5G wireless communication systems. Due to their distinctive reflecting elements, R
Externí odkaz:
https://doaj.org/article/8da4112120e74fd2860a4e73c33c05e5
Publikováno v:
IEEE Access, Vol 12, Pp 80194-80207 (2024)
Recent improvements in the accuracy of machine learning (ML) models in the language domain have propelled their use in a multitude of products and services, touching millions of lives daily. These new levels of accuracy have been attained mainly thro
Externí odkaz:
https://doaj.org/article/ebfa4b5b98fc449aa0dc18ec9bc0b1c0