TRUST: A TCP throughput prediction method in mobile networks

B Wei, W Kawakami, K Kanai, J Katto… - 2018 IEEE Global …, 2018 - ieeexplore.ieee.org
Throughput prediction is essential for ensuring high quality of service for video streaming
transmissions. However, current methods are incapable of accurately predicting throughput …

Survey of machine learning methods applied to urban mobility

DB Ahmed, EM Diaz - IEEE Access, 2022 - ieeexplore.ieee.org
To increase the sustainability in urban mobility, it is necessary to optimally combine public
and shared vehicles throughout a passenger's trip. In this work, we present a survey on …

Methods for adaptive video streaming and picture quality assessment to improve QoS/QoE performances

K Kanai, B Wei, Z Cheng, M Takeuchi… - IEICE Transactions on …, 2019 - search.ieice.org
This paper introduces recent trends in video streaming and four methods proposed by the
authors for video streaming. Video traffic dominates the Internet as seen in current trends …

A highly accurate transportation mode recognition using mobile communication quality

W Kawakami, K Kanai, B Wei, J Katto - IEICE Transactions on …, 2019 - search.ieice.org
To recognize transportation modes without any additional sensor devices, we demonstrate
that the transportation modes can be recognized from communication quality factors. In the …

33 A Machine Learning-Based

DN El Attar Chaimae, A Manar… - … and Digital Money, 2024 - books.google.com
Nowadays, 50% of the world's population is living in cities, and by 2050, this percentage will
increase to 70%, according to a new United Nations report [1], highlighting the need for …

A Machine Learning-Based Recommendation System for Smart Mobility Trip Planning in Morocco

D Najima, A Manar, H Imane, H Meriem - Advances in Emerging … - taylorfrancis.com
Smart mobility is one of the major challenges of smart cities. The growth of cities' population
and the urban extensions lead to complex urban transport issues caused by congestion …

[PDF][PDF] Researches on TCP Throughput Prediction and Adaptive Bitrate Control in Mobile Network

魏博 - 2018 - waseda.repo.nii.ac.jp
The number of mobile applications is increasing rapidly, which has resulted in massive
mobile network traffic. In order to guarantee high quality of service/experience (QoS/QoE) …