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eess.SP2025
Quantum Deep Learning for Massive MIMO User Scheduling
Xingyu Huang, Ruining Fan, Mouli Chakraborty +2
We introduce a hybrid Quantum Neural Networks (QNN) architecture for the efficient user scheduling in 5G/Beyond 5G (B5G) massive Multiple Input Multiple Output (MIMO) systems, addr…
eess.SP2025
On the Achievable Rate of Satellite Quantum Communication Channel using Deep Autoencoder Gaussian Mixture Model
Mouli Chakraborty, Subhash Chandra, Avishek Nag +1
We present a comparative study of the Gaussian mixture model (GMM) and the Deep Autoencoder Gaussian Mixture Model (DAGMM) for estimating satellite quantum channel capacity, consid…