Yusuke Koda

Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning

Yusuke Koda, Kota Nakashima, Koji Yamamoto et al. · IEEE Transactions on Cognitive Communications and Networking · 2019 · 71 citations · Full text

Cross-layer Optimization, Engineering, Machine Learning +20

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction

Yusuke Koda, Jihong Park, Mehdi Bennis et al. · IEEE Communications Letters · 2020 · 66 citations

Wireless Communications, Statistical Signal Processing, Engineering +15

Reinforcement learning based predictive handover for pedestrian-aware mmWave networks

Yusuke Koda, Koji Yamamoto, Takayuki Nishio et al. · 2018 · 47 citations

Mobile Data Offloading, Cross-layer Optimization, Future Throughput +11

Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training With Non-IID Private Data

Sohei Itahara, Takayuki Nishio, Yusuke Koda et al. · IEEE Transactions on Mobile Computing · 2021 · 35 citations · Full text

One pixel image and RF signal based split learning for mmwave received power prediction

Yusuke Koda, Jihong Park, Mehdi Bennis et al. · University of Oulu Repository (University of Oulu) · 2019 · 16 citations

Wireless Communications, Engineering, Machine Learning +20