[HTML][HTML] Forecasting pedestrian movements using recurrent neural networks: An application of crowd monitoring data

DC Duives, G Wang, J Kim - Sensors, 2019 - mdpi.com
Currently, effective crowd management based on the information provided by crowd
monitoring systems is difficult as this information comes in at the moment adverse crowd …

Movement prediction in wireless networks using mobility traces

PS Prasad, P Agrawal - 2010 7th IEEE Consumer …, 2010 - ieeexplore.ieee.org
Wireless user-mobility prediction has been investigated from various angles to improve
network performance. Student populations in campuses, pedestrian and vehicular …

[PDF][PDF] A survey on mobility models for wireless networks

A Ribeiro, RC Sofia - 2011 - researchgate.net
User-centric wireless networks abound around us supported by a variety of networking
architectures such as infrastructured hotspots, ad-hoc or mesh architectures. Common to all …

A survey on next-cell prediction in cellular networks: Schemes and applications

L Huang, L Lu, W Hua - IEEE Access, 2020 - ieeexplore.ieee.org
Mobility prediction is a powerful tool for network operators to optimize network performance.
From cell level, if network operators know the cells to which the users will be connected in …

Addressing niche demand based on joint mobility prediction and content popularity caching

X Vasilakos, VA Siris, GC Polyzos - Computer Networks, 2016 - Elsevier
We present an efficient mobility-based proactive caching model for addressing niche mobile
demand, along with popularity-based and legacy caching model extensions. Opposite to …

A Spatial‐Temporal‐Semantic Method for Location Prediction in Indoor Spaces

P Wang, J Yang, J Zhang - Wireless Communications and …, 2022 - Wiley Online Library
While a large number of works concentrated on forecasting trajectories in the outdoor
environment, predicting the movement of users in indoor settings has attracted much more …

[HTML][HTML] Application of machine-learning based prediction techniques in wireless networks

G Bhutani - Int'l J. of Communications, Network and System …, 2014 - scirp.org
Wireless networks are key enablers of ubiquitous communication. With the evolution of
networking technologies and the need for these to inter-operate and dynamically adapt to …

Provision of computer resources based on location history

A Bowers, K Tom, A Han - US Patent 8,832,003, 2014 - Google Patents
BACKGROUND Consumers and other users of computer resources often wish to utilize
Such computer resources in a fast, convenient, and efficient manner. For example, such …

Semiautomatic text baseline detection in large historical handwritten documents

V Bosch, AH Toselli, E Vidal - 2014 14th International …, 2014 - ieeexplore.ieee.org
A semiautomatic iterative process for the detection of text baselines in historical handwritten
document images is presented. It relies on the use of Hidden Markov Models (HMM) to …

Next-cell prediction based on cell sequence history and intra-cell trajectory

M Goodarzi, N Maletic, J Gutiérrez… - … 22nd Conference on …, 2019 - ieeexplore.ieee.org
In this work, we study a novel mobility prediction algorithm based on past long-term and
short-term trajectories of users. In particular, we perceive the regularity of users' movements …