Kota Nakashima

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 10

Top Topics

Wireless Local Area Networks

Top Venues

IEEE J. Sel. Areas Commun.

IEEE Commun. Lett.

Publications

Yusuke Koda, Jihong Park, Mehdi Bennis, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura, Kota Nakashima
Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction. IEEE Commun. Lett. 24 (6) (2020)
Kota Nakashima, Shotaro Kamiya, Kazuki Ohtsu, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs With Graph Convolutional Networks. IEEE Access 8 (2020)
Yusuke Koda, Kota Nakashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Cooperative Sensing in Deep RL-Based Image-to-Decision Proactive Handover for mmWave Networks. CCNC (2020)
Yusuke Koda, Kota Nakashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Handover Management for mmWave Networks With Proactive Performance Prediction Using Camera Images and Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
Yusuke Koda, Kota Nakashima, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
End-to-End Learning of Proactive Handover Policy for Camera-Assisted mmWave Networks Using Deep Reinforcement Learning. CoRR (2019)
Kota Nakashima, Shotaro Kamiya, Kazuki Ohtsu, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks. VTC Fall (2019)
Kota Nakashima, Shotaro Kamiya, Kazuki Ohtsu, Koji Yamamoto, Takayuki Nishio, Masahiro Morikura
Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks. CoRR (2019)
Takayuki Nishio, Hironao Okamoto, Kota Nakashima, Yusuke Koda, Koji Yamamoto, Masahiro Morikura, Yusuke Asai, Ryo Miyatake
Proactive Received Power Prediction Using Machine Learning and Depth Images for mmWave Networks. IEEE J. Sel. Areas Commun. 37 (11) (2019)
Kota Nakashima, Yusuke Koda, Koji Yamamoto, Hironao Okamoto, Takayuki Nishio, Masahiro Morikura, Yusuke Asai, Ryo Miyatake
Impact of Input Data Size on Received Power Prediction Using Depth Images for mm Wave Communications. VTC Fall (2018)
Hironao Okamoto, Takayuki Nishio, Kota Nakashima, Yusuke Koda, Koji Yamamoto, Masahiro Morikura, Yusuke Asai, Ryo Miyatake
Machine-Learning-Based Future Received Signal Strength Prediction Using Depth Images for mmWave Communications. CoRR (2018)