Mobility prediction: A survey on state-of-the-art schemes and future applications
H Zhang, L Dai - IEEE access, 2018 - ieeexplore.ieee.org
Recently, mobility has gathered tremendous interest as the users' desire for consecutive
connections and better quality of service has increased. An accurate prediction of user …
connections and better quality of service has increased. An accurate prediction of user …
Big data driven hidden Markov model based individual mobility prediction at points of interest
With the emergence of smartphones and location-based services, user mobility prediction
has become a critical enabler for a wide range of applications, like location-based …
has become a critical enabler for a wide range of applications, like location-based …
A survey on requirements of future intelligent networks: solutions and future research directions
The context of this study examines the requirements of Future Intelligent Networks (FIN),
solutions, and current research directions through a survey technique. The background of …
solutions, and current research directions through a survey technique. The background of …
[HTML][HTML] Vertical handover prediction based on hidden markov model in heterogeneous VLC-WiFi system
OP Babalola, V Balyan - Sensors, 2022 - mdpi.com
Visible light communication (VLC) channel quality depends on line-of-sight (LoS)
transmission, which cannot guarantee continuous transmission due to interruptions caused …
transmission, which cannot guarantee continuous transmission due to interruptions caused …
[HTML][HTML] Enhanced handover mechanism using mobility prediction in wireless networks
The rapid increase in the usage of the mobile internet has led to a great expansion of
cellular data networks in order to provide better quality of service. However, the cost to …
cellular data networks in order to provide better quality of service. However, the cost to …
Applying the hidden markov model to analyze urban mobility patterns: an interdisciplinary approach
With the emergence of the Internet of Things (IoT), there has been a proliferation of urban
studies using big data. Yet, another type of urban research innovations that involve …
studies using big data. Yet, another type of urban research innovations that involve …
Optimized access point selection with mobility prediction using hidden Markov model for wireless network
Access point selection is an issue frequently faced by mobile user due to constant
movement. By connecting to the best Wireless Local Area Network (WLAN) Access Point …
movement. By connecting to the best Wireless Local Area Network (WLAN) Access Point …
Jobs-housing balance and travel patterns among different occupations as revealed by Hidden Markov mixture models: the case of Hong Kong
The spatial mismatch between jobs and housing in cities creates long daily travels that
exacerbate climate change, air pollution, and traffic congestion. Yet, not enough research on …
exacerbate climate change, air pollution, and traffic congestion. Yet, not enough research on …
Mobility-aware privacy-preserving mobile crowdsourcing
The increasing popularity of smartphones and location-based service (LBS) has brought us
a new experience of mobile crowdsourcing marked by the characteristics of network …
a new experience of mobile crowdsourcing marked by the characteristics of network …
[HTML][HTML] Applying the Hidden Markov Model to Analyze Urban Mobility Patterns: An Interdisciplinary Approach
With the emergence of the Internet of Things (IoT), there has been a proliferation of urban
studies using big data. Yet, another type of urban research innovations that involve …
studies using big data. Yet, another type of urban research innovations that involve …