[HTML][HTML] Artificial intelligence (AI) methods in optical networks: A comprehensive survey

J Mata, I De Miguel, RJ Durán, N Merayo… - Optical switching and …, 2018 - Elsevier
Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …

A tutorial on the flexible optical networking paradigm: State of the art, trends, and research challenges

I Tomkos, S Azodolmolky, J Sole-Pareta… - Proceedings of the …, 2014 - ieeexplore.ieee.org
Rigid fixed-grid wavelength division multiplexing (WDM) optical networks can no longer
keep up with the emerging bandwidth-hungry and highly dynamic services in an efficient …

Virtual optical network embedding (VONE) over elastic optical networks

L Gong, Z Zhu - Journal of Lightwave Technology, 2013 - ieeexplore.ieee.org
Based on the concept of infrastructure as a service, optical network virtualization can
facilitate the sharing of physical infrastructure among different users and applications. In this …

An attention-based wavelet convolution neural network for epilepsy EEG classification

Q Xin, S Hu, S Liu, L Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As a kind of non-invasive, low-cost, and readily available brain examination, EEG has
attached significance to the means of clinical diagnosis of epilepsy. However, the reading of …

A two-population based evolutionary approach for optimizing routing, modulation and spectrum assignments (RMSA) in O-OFDM networks

L Gong, X Zhou, W Lu, Z Zhu - IEEE Communications letters, 2012 - ieeexplore.ieee.org
We propose a novel two-population genetic algorithm (MPGA) to optimize the routing,
modulation and spectrum assignments (RMSA) in optical orthogonal frequency-division …

Multi-band elastic optical networks: inter-channel stimulated Raman scattering-aware routing, modulation level and spectrum assignment

M Mehrabi, H Beyranvand, MJ Emadi - Journal of Lightwave …, 2021 - opg.optica.org
Recently, multi-band elastic optical networks (MB-EONs) have been introduced to increase
the transmission capacity of optical networks by expanding the transmission frequency …

5g-enabled contactless multi-user presence and activity detection for independent assisted living

AM Ashleibta, A Taha, MA Khan, W Taylor, A Tahir… - Scientific Reports, 2021 - nature.com
Wireless sensing is the state-of-the-art technique for next generation health activity
monitoring. Smart homes and healthcare centres have a demand for multi-subject health …

Experimental demonstration of partially disaggregated optical network control using the physical layer digital twin

G Borraccini, S Straullu, A Giorgetti… - … on Network and …, 2023 - ieeexplore.ieee.org
Optical communications and networking are fast becoming the solution to support ever-
increasing data traffic across all segments of the network, expanding from core/metro …

Migration of elastic optical networks to the C+ L-bands subject to a partial upgrade of the number of erbium-doped fiber amplifiers

S Hosseini, I de Miguel, N Merayo… - Journal of Optical …, 2023 - opg.optica.org
Space division multiplexing (SDM) and band division multiplexing (BDM) are considered
promising technologies to increase the capacity of optical transport networks. The …

[PDF][PDF] Artificial intelligence in computer networks

TA Jaber - Periodicals of Engineering and Natural Sciences …, 2022 - scholar.archive.org
Artificial Intelligence (AI) has been defined as a modern and intense scientific topic that
enables computerbased systems or embedded systems to divide and solve problems by …