[HTML][HTML] Context-aware multi-head self-attentional neural network model for next location prediction
Accurate activity location prediction is a crucial component of many mobility applications and
is particularly required to develop personalized, sustainable transportation systems. Despite …
is particularly required to develop personalized, sustainable transportation systems. Despite …
Dual connectivity-aided proactive handover and resource reservation for mobile users
K Qi, T Liu, C Yang, S Suo, Y Huang - IEEE Access, 2021 - ieeexplore.ieee.org
Dual connectivity has been regarded as an effective mechanism for mobility management to
reduce the handover latency and improve transmission reliability. In this article, we …
reduce the handover latency and improve transmission reliability. In this article, we …
Learning-based load balancing handover in mobile millimeter wave networks
S Khosravi, HS Ghadikolaei… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
Millimeter-wave (mmWave) communication is a promising solution to the high data rate
demands in the upcoming 5G and beyond communication networks. When it comes to …
demands in the upcoming 5G and beyond communication networks. When it comes to …
Handling producer and consumer mobility in IoT publish–subscribe named data networks
D Hernandez, L Gameiro, C Senna… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
In recent years, the Internet of Things (IoT) has become a standard facet of modern
communications, and information-centric networks have been pointed as an alternative to …
communications, and information-centric networks have been pointed as an alternative to …
Analyzing movement predictability using human attributes and behavioral patterns
The ability to predict human mobility, ie, transitions between a user's significant locations
(the home, workplace, etc.) can be helpful in a wide range of applications, including targeted …
(the home, workplace, etc.) can be helpful in a wide range of applications, including targeted …
Mobility prediction for 5g core networks
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 …
predict mobility, the operation will be more efficient and agile with intelligent and proactive …
Proactive mobility management with trajectory prediction based on virtual cells in ultra-dense networks
Ultra-dense networking (UDN) is a promising technology to improve the network capacity in
the next-generation mobile communication system. The virtualization paradigm is tightly …
the next-generation mobile communication system. The virtualization paradigm is tightly …
Joint user association and resource allocation in HetNets based on user mobility prediction
Virtual small cell (VSC) formed by directional beams is seen as an alternative for the small
base station (SBS) within the coverage of macro base station (MBS), to increase system …
base station (SBS) within the coverage of macro base station (MBS), to increase system …
Overview of evolutionary algorithms and neural networks for modern mobile communication
The sixth generation (6G) of mobile networks must support the huge growth of mobile
connections and provides various intelligent services in future mobile networks. For that …
connections and provides various intelligent services in future mobile networks. For that …
Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook
Multiple access (MA) is a crucial part of any wireless system and refers to techniques that
make use of the resource dimensions to serve multiple users/devices/machines/services …
make use of the resource dimensions to serve multiple users/devices/machines/services …