Raghunath, Ramprasad
- RISnet: A Domain-Knowledge Driven Neural Network Architecture for RIS Optimization with Mutual Coupling and Partial CSI
2024/03/06 by Bile Peng, Karl-Ludwig Besser, Peng, Bile +13 · 4 citations
Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Energy-Efficient Power Allocation in Cell-Free Massive MIMO via Graph Neural Networks
2024/01/25 by Ramprasad Raghunath, Bile Peng, Raghunath, Ramprasad +3 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Signal Processing (eess.SP) #Wireless Body Area Networks #electronic engineering #information engineering
- Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks
2024/06/09 by Bile Peng, Bihan Guo, Peng, Bile +15 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #Millimeter-Wave Propagation and Modeling #Telecommunications and Broadcasting Technologies