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Suban A

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#federated learning Open access Oct 2026

Channel Coefficient Estimation in Massive MIMO System using RIS and Federated Learning Techniques

Reconfigurable Intelligent Surfaces (RIS) enhance the spectral efficiency and coverage of massive MIMO systems by establishing programmable reflection channels. However, the passive nature of RIS elements results in high-dimensional cascaded channels that make accurate channel state information (CSI) acquisition challe...

Suban A · 0 citations
#federated learning Open access Oct 2026

Spectral Efficiency Improvement in THz Massive MIMO System Through Federated Learning Based channel Training

This work proposes an efficient channel training and estimation framework for Terahertz (THz) massive MIMO systems using a Federated Learning (FL)-based approach integrated with Convolutional Neural Networks (CNN). Although THz communication enables ultra-high data rates for next-generation wireless systems, it faces c...

Suban A · 0 citations

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