Sotirios Spantideas

Supporting Intelligence in Disaggregated Open Radio Access Networks: Architectural Principles, AI/ML Workflow, and Use Cases

Anastasios Giannopoulos, Sotirios Spantideas, Nikolaos C. Kapsalis et al. · IEEE Access · 2022 · 66 citations · Full text

Artificial Intelligence, Future Wireless Networks, Engineering +20

Deep Reinforcement Learning for Energy-Efficient Multi-Channel Transmissions in 5G Cognitive HetNets: Centralized, Decentralized and Transfer Learning Based Solutions

Anastasios Giannopoulos, Sotirios Spantideas, Nikolaos C. Kapsalis et al. · IEEE Access · 2021 · 60 citations · Full text

Engineering, Energy Efficiency, Power Control +19

A Cost-Efficient 5G Non-Public Network Architectural Approach: Key Concepts and Enablers, Building Blocks and Potential Use Cases

Panagiotis Trakadas, Lambros Sarakis, Anastasios Giannopoulos et al. · Sensors · 2021 · 46 citations · Full text

Building Blocks, Engineering, Edge Device +18

A Reference Architecture for Cloud–Edge Meta-Operating Systems Enabling Cross-Domain, Data-Intensive, ML-Assisted Applications: Architectural Overview and Key Concepts

Panagiotis Trakadas, Xavi Masip‐Bruin, Federico Michele Facca et al. · Sensors · 2022 · 35 citations · Full text

Engineering, Edge Device, Smart City +23

A Deep Learning Method for Modeling the Magnetic Signature of Spacecraft Equipment Using Multiple Magnetic Dipoles

Sotirios Spantideas, Anastasios Giannopoulos, Nikolaos C. Kapsalis et al. · IEEE Magnetics Letters · 2021 · 33 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19