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Distributed computing model for channel bandwidth allocation and optimization using machine learning techniques
A distributed computing model for channel bandwidth allocation and optimization can involve multiple components working together to efficiently...
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Integration of 5G technologies for enhanced performance in optical network communication with channel allocation and reallocation
Optical networks for 5G communications express key features such as integrated device connections, resource availability, and high capacity for...
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Machine learning in optical networks enhancement based on channel allocation and spectrum analysis for 5G application
Undoubtedly, Machine Learning (ML) for Optical Communication (OC) has been a popular topic in recent years and is likely to remain so for the...
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Channel allocation and spectrum use in optical networks using machine learning a 5G application analysis
Allocating and routing resources in optical networks is a critical process that has a major bearing on the efficiency and scalability of the...
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Optical wireless communication based mobile edge computing integrated channel allocation using scheduling with machine learning protocols in advanced 5G networks
Edge computing enables even low-powered devices to move part of their processing work to the edges of the network, improving service quality for...
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Magnetic border collie optimization-based power allocation in MIMO-NOMA-aided visible light communication system
Visible light communication (VLC), in recent times, has drawn the attention of researchers owing to the availability of unlicensed spectrum, high...
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Resource allocation with fuzzy logic based network optimization and security analysis in optical communication network
Modern optical transport networks are extremely complicated systems that make managing and distributing management information accurate and...
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Improving multi-step prediction performance of multi-channel QoT over optical backbone networks: deep echo state attention network
Multi-channel transmission mode is the mainstream in real optical system scenarios, and its precise prediction of the optical channel quality of...
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A novel dynamic bandwidth allocation algorithm in optical access systems
With the emergence of differentiated service applications, optical access networks have developed as the most promising reliable technology for...
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Unlocking the power of recalling enhanced recurrent neural network: channel estimation and data analysis for 5G MIMO communication system
Multi-user detection techniques are crucial in minimizing the impact of Multi-Access Interference in Multiple-Input Multiple-Output Orthogonal...
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A hybrid bandwith allocation algorithm for EPON-WiMAX integrated networks based on auction process
Integration of Ethernet passive optical network and WiMAX technologies is viewed as a great solution for next-generation broadband access networks....
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Bidirectional TWDM Optical access network with novel dynamic bandwidth allocation and scheduling algorithm
This paper presents a novel configuration for the optical access systems with dynamic bandwidth allocation (DBA) and the scheduling technique. A new...
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Perceptron for channel estimation and signal detection in OFDM systems
OFDM (ORTHOGONAL frequency-division multiplexing) is a well-known modulation scheme that has been widely employed in wireless broadband systems in...
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Analysis of single-channel SPR–SMS refractive index and temperature sensor
In this work, a simulation study proposing a novel method for dual-sensing using surface plasmon resonance (SPR) optical fiber sensors and...
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Proposed an efficient multilevel dynamic bandwidth allocation (M-DBA) scheme for FiWi networks
In recent years demand for high speed and robust wireless networks are increasing due to the growth of accessing social networks from mobiles and...
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Enhancing performance of WDM-RoFSO communication system utilizing dual channel technique for 5G applications
In this work, the performance of wavelength division multiplexing based radio over free space optics (WDM-RoFSO) communication system is investigated...
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Channel capacity and outage probability analysis for free space optical communication over composite channel
Based on the probability density function of the composite channel considering Malaga atmospheric turbulence, pointing error and atmospheric path...
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Optimal resource allocation of quantum digital signatures with machine learning
Quantum digital signature is one of the most promising quantum technologies, which can guarantee the authenticity and transferability of messages...
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Optimal power allocation and harvesting duration for mixed RF/FSO using Non Orthogonal Multiple Access
In this paper, we suggest to optimize power allocation coefficients and harvesting duration in mixed Radio Frequency (RF)/Free Space Optical (FS0)...
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Innovative relay selection and optimize power allocation for free space optical communication
Nowadays, Free Space Optical (FSO) communication has attained great importance because of high features such as large data rate, low power, and huge...
