Mobile devices are becoming an indispensable tool for daily life and a considerable number
of services are delivered via mobile devices. However, the capacity of mobile devices is …

Autonomous vehicles require high-level semantic maps, which contain the activities of
pedestrians and cars, to ensure safe navigation. High-level semantics can be obtained from …

Each city can be divided into different functional areas for different purposes, such as
commercial areas, residential areas, leisure areas, office areas, etc. How to correctly divide …

This paper investigates to identify the requirement and the development of machine learning-
based mobile big data analysis through discussing the insights of challenges in the mobile …

: The increased interest in traffic-intensive applications such as High Definition (HD) video,
augmented reality, and 3-D visualization is expected to result in higher network traffic. Such …

With the increasing number of mobile users and applications, data services and on-demand
suggestions gradually play an important role in mobile life. In this work, based on the …

In order to overcome the disadvantages of existing handover approaches in cellular
communication networks, a new handover detection approach based on trajectory data …

Wireless user perception (WeUP) is considered one of the most important factors in
designing next-generation wireless communications systems. The recognition of WeUP …

Unlike other radio signal services, 5G is anticipated to play a huge role in offering services to
heterogeneous networks, technologies, and devices operating in different geographic …

Predicting individual mobility behavior is one of the major steps of transportation planning
models. Accurate prediction of individual mobility behavior will be beneficial for …