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eess.SP2024
A Hybrid Noise Approach to Modelling of Free-Space Satellite Quantum Communication Channel for Continuous-Variable QKD
Mouli Chakraborty, Anshu Mukherjee, Ioannis Krikidis +2
This paper significantly advances the application of Quantum Key Distribution (QKD) in Free- Space Optics (FSO) satellite-based quantum communication. We propose an innovative sate…
eess.SP2024
Hybrid Quantum Noise Approximation and Pattern Analysis on Parameterized Component Distributions
Mouli Chakraborty, Anshu Mukherjee, Ioannis Krikidis +2
Noise is a vital factor in determining the accuracy of processing the information of the quantum channel. One must consider classical noise effects associated with quantum noise so…
eess.SP2024
An Unsupervised Machine Learning to Optimize Hybrid Quantum Noise Clusters for Gaussian Quantum Channel
Mouli Chakraborty, Anshu Mukherjee, Ioannis Krikidis +2
This work focuses on optimizing the hybrid quantum noise model to improve the capacity of Gaussian quantum channels using Machine Learning (ML) generated clusters. The work specifi…