Mobility models, traces and impact of mobility on opportunistic routing algorithms: A survey

S Batabyal, P Bhaumik - IEEE Communications Surveys & …, 2015 - ieeexplore.ieee.org
Mobile Opportunistic Network (MON) is characterized by intermittent connectivity where
communication largely depends on the mobility pattern of the participating nodes. In MON, a …

Simulating opportunistic networks: Survey and future directions

J Dede, A Förster, E Hernández-Orallo… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
Simulation is one of the most powerful tools we have for evaluating the performance of
opportunistic networks (OppNets). In this paper, we focus on available tools and models …

Exploring trajectory prediction through machine learning methods

C Wang, L Ma, R Li, TS Durrani, H Zhang - IEEE Access, 2019 - ieeexplore.ieee.org
Human mobility prediction is of great importance in a wide range of modern applications in
different fields such as personalized recommendation systems, the fifth-generation (5G) …

Data-driven generation of spatio-temporal routines in human mobility

L Pappalardo, F Simini - Data Mining and Knowledge Discovery, 2018 - Springer
The generation of realistic spatio-temporal trajectories of human mobility is of fundamental
importance in a wide range of applications, such as the develo** of protocols for mobile …

Impacts of mobility models on RPL-based mobile IoT infrastructures: An evaluative comparison and survey

B Safaei, A Mohammadsalehi, KT Khoosani… - IEEE …, 2020 - ieeexplore.ieee.org
With the widespread use of IoT applications and the increasing trend in the number of
connected smart devices, the concept of routing has become very challenging. In this …

A survey of human mobility models

G Solmaz, D Turgut - IEEE Access, 2019 - ieeexplore.ieee.org
Human mobility models are key components of various research fields including
transportation, mobile networks, disaster management, urban planning, and epidemic …

Data-driven human mobility modeling: a survey and engineering guidance for mobile networking

A Hess, KA Hummel, WN Gansterer… - ACM Computing Surveys …, 2015 - dl.acm.org
Over the last decades, modeling of user mobility has become increasingly important in
mobile networking research and development. This has led to the adoption of modeling …

A reliable multipath routing protocol based on link quality and stability for MANETs in urban areas

SE Benatia, O Smail, B Meftah, M Rebbah… - … Modelling Practice and …, 2021 - Elsevier
A mobile ad hoc network (MANET) is a set of mobile and self-organizing nodes that
cooperate to create dynamic network architecture to establish communications. Its …

Deep learning-based intelligent dual connectivity for mobility management in dense network

C Wang, Z Zhao, Q Sun, H Zhang - 2018 IEEE 88th Vehicular …, 2018 - ieeexplore.ieee.org
Ultra-dense network deployment has been proposed as a key technique for achieving
capacity goals in the fifth-generation (5G) mobile communication system. However, the …

How human mobility models can help to deal with COVID-19

E Hernández-Orallo, A Armero-Martínez - Electronics, 2020 - mdpi.com
One of the key factors for the spreading of human infections, such as the COVID-19, is
human mobility. There is a huge background of human mobility models developed with the …