Enhancing VANETs Broadcasting Performance with Mobility Prediction for Smart Road
Sign Up to like & getrecommendations! Published in 2020 at "Wireless Personal Communications"
DOI: 10.1007/s11277-020-07119-2
Abstract: In the last decade, daily lifestyles have been invaded by mobile networks which added a huge exchange of information. This exchange among vehicular nodes as a novel paradigm in smart cities, rapidly became one of… read more here.
Keywords: vanets broadcasting; mobility; mobility prediction; performance ... See more keywords
Cluster-Based Cooperative Caching With Mobility Prediction in Vehicular Named Data Networking
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2897747
Abstract: Vehicular named data networking (VNDN) is a networking architecture candidate to support various kinds of content-oriented applications in high dynamic topology environment. Its inherent in-network caching facilitates content delivery and the communication efficiency in the… read more here.
Keywords: mobility; cooperative caching; cluster; mobility prediction ... See more keywords
AI-Based Mobility Prediction Using Recurrent Neural Networks and Attention Mechanisms
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3621850
Abstract: Accurate mobility prediction plays a pivotal role in optimizing transportation systems, supporting urban planning, and alleviating traffic congestion. In this work, we present a novel artificial intelligence-based approach for short-term public transport demand prediction, utilizing… read more here.
Keywords: mobility; recurrent neural; attention; mobility prediction ... See more keywords
A unified framework for joint mobility prediction and object profiling of drones in UAV networks
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Communications and Networks"
DOI: 10.1109/jcn.2018.000068
Abstract: In recent years, using a network of autonomous and cooperative unmanned aerial vehicles (UAVs) without command and communication from the ground station has become more imperative, particularly in search-and-rescue operations, disaster management, and other applications… read more here.
Keywords: mobility; object profiling; prediction object; joint mobility ... See more keywords
Mobility Prediction for 5G Core Networks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Communications Standards Magazine"
DOI: 10.1109/mcomstd.001.2000046
Abstract: Mobility is an essential factor in the 5G core network (CN). If the network control plane can predict mobility, the operation will be more efficient and agile with intelligent and proactive decisions. So far, mobility… read more here.
Keywords: mobility; mobility prediction; prediction; core networks ... See more keywords
Multi-Task Allocation in Mobile Crowd Sensing With Mobility Prediction
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2021.3088291
Abstract: Mobile crowd sensing (MCS) is a popular sensing paradigm that leverages the power of massive mobile workers to perform various location-based sensing tasks. To assign workers with suitable tasks, recent research works investigated mobility prediction… read more here.
Keywords: prediction; task allocation; mobility prediction;
Mobility-Aware Deep Reinforcement Learning With Seq2seq Mobility Prediction for Offloading and Allocation in Edge Computing
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Mobile Computing"
DOI: 10.1109/tmc.2023.3328996
Abstract: Mobile/multi-access edge computing (MEC) is developed to support the upcoming AI-aware mobile services, which require low latency and intensive computation resources at the edge of the network. One of the most challenging issues in MEC… read more here.
Keywords: service provision; edge computing; mobility; mobility prediction ... See more keywords
SecDM: A Secure and Lossless Human Mobility Prediction System
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2024.3358292
Abstract: With the rapid development of deep neural network research, many deep neural network prediction services are provided for cloud service users. However, due to the untrusted nature of cloud computing, there are risks associated with… read more here.
Keywords: prediction system; mobility prediction; secure; prediction ... See more keywords
DSAM: Dual-Strategy Simulation Acceleration-Based Model for Uncrewed Ground Vehicle Mobility Prediction
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2025.3574523
Abstract: The Next-Generation NATO Reference Mobility Model (NG-NRMM) currently integrates numerical simulation technologies based on the discrete element (DE) method and finite element (FE) method to predict the global mobility map of uncrewed ground vehicles over… read more here.
Keywords: uncrewed ground; mobility; dsam; mobility prediction ... See more keywords
Mobility-prediction and energy optimization for multi-channel multi-interface ad hoc networks in the presence of location errors
Sign Up to like & getrecommendations! Published in 2021 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v22.i1.pp315-325
Abstract: We present a mobility-prediction and energy optimization solution for multi-channel multi-interface (MCMI) ad hoc networks in the presence of location errors. This solution includes routing of the MCMI communication links that adapt to dynamic channel,… read more here.
Keywords: mobility; prediction energy; mobility prediction; channel ... See more keywords