2023
RSSI-CSI Measurement and Variation Mitigation With Commodity Wi-Fi Device.
IEEE Internet Things J., April, 2023
QuDASH: Quantum-Inspired Rate Adaptation Approach for DASH Video Streaming.
IEEE Access, 2023
Pensieve 5G: Implementation of RL-based ABR Algorithm for UHD 4K/8K Content Delivery on Commercial 5G SA/NR-DC Network.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023
2022
Pilot Allocation Optimization using Digital Annealer for Multi-cell Massive MIMO.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
Performance Evaluation of Low-Latency Live Streaming of MPEG-DASH UHD video over Commercial 5G NSA/SA Network.
Proceedings of the 31st International Conference on Computer Communications and Networks, 2022
2021
Adaptive video transmission using QUBO method and Digital Annealer based on Ising machine.
CoRR, 2021
Performance Analysis of Adaptive Bitrate Algorithms for Multi-user DASH Video Streaming.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2021
Adaptive Video Transmission Strategy Based on Ising Machine.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021
DASH Live Video Streaming Control Using Actor-Critic Reinforcement Learning Method.
Proceedings of the Mobile Networks and Management - 11th EAI International Conference, 2021
High-QoE DASH Live Streaming Using Reinforcement Learning.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
FRAB: A Flexible Relaxation Method for Fair, Stable, Efficient Multi-user DASH Video Streaming.
Proceedings of the ICC 2021, 2021
2020
WiEps: Measurement of Dielectric Property With Commodity WiFi Device - An Application to Ethanol/Water Mixture.
IEEE Internet Things J., 2020
Field Experiments of 28 GHz Band 5G System at Indoor Train Station Platform.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020
2019
A Highly Accurate Transportation Mode Recognition Using Mobile Communication Quality.
IEICE Trans. Commun., 2019
Methods for Adaptive Video Streaming and Picture Quality Assessment to Improve QoS/QoE Performances.
IEICE Trans. Commun., 2019
Parameter Identification and State-of-Charge Estimation for Li-Ion Batteries Using an Improved Tree Seed Algorithm.
IEICE Trans. Inf. Syst., 2019
Evaluation of Throughput Prediction for Adaptive Bitrate Control Using Trace-Based Emulation.
IEEE Access, 2019
TCP throughput characteristics over 5G millimeterwave network in indoor train station.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019
QoE Evaluation of Adaptive Video Streaming Algorithms in Multi-user Networks.
Proceedings of the IEEE International Symposium on Multimedia, 2019
2018
HOAH: A Hybrid TCP Throughput Prediction with Autoregressive Model and Hidden Markov Model for Mobile Networks.
IEICE Trans. Commun., 2018
Machine Learning Based Transportation Modes Recognition Using Mobile Communication Quality.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018
TRUST: A TCP Throughput Prediction Method in Mobile Networks.
Proceedings of the IEEE Global Communications Conference, 2018
Throughput Prediction Using Recurrent Neural Network Model.
Proceedings of the IEEE 7th Global Conference on Consumer Electronics, 2018
2017
A History-Based TCP Throughput Prediction Incorporating Communication Quality Features by Support Vector Regression for Mobile Network.
Proceedings of the 19th IEEE International Symposium on Multimedia, 2017
Accuracy evaluations of human moving pattern using communication quality based on machine learning.
Proceedings of the IEEE 6th Global Conference on Consumer Electronics, 2017
2016
History-based throughput prediction with Hidden Markov Model in mobile networks.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016