Reinforcement learning for context awareness and intelligence in wireless networks: Review, new features and open issues

KLA Yau, P Komisarczuk, PD Teal - Journal of Network and Computer …, 2012 - Elsevier
In wireless networks, context awareness and intelligence are capabilities that enable each
host to observe, learn, and respond to its complex and dynamic operating environment in an …

Vertical mobility management architectures in wireless networks: A comprehensive survey and future directions

S Fernandes, A Karmouch - IEEE Communications Surveys & …, 2010 - ieeexplore.ieee.org
Mobile users and applications are putting pressure on wireless network operators to
improve the seamless handover of devices and services. Strong business competition for …

[HTML][HTML] A novel deep learning driven, low-cost mobility prediction approach for 5G cellular networks: The case of the Control/Data Separation Architecture (CDSA)

M Ozturk, M Gogate, O Onireti, A Adeel, A Hussain… - Neurocomputing, 2019 - Elsevier
One of the fundamental goals of mobile networks is to enable uninterrupted access to
wireless services without compromising the expected quality of service (QoS). This paper …

Improvement of handover prediction in mobile WiMAX by using two thresholds

Z Becvar, P Mach, B Simak - Computer Networks, 2011 - Elsevier
One of the most important challenges in mobile wireless networks is to provide full mobility
together with minimum degradation of quality of service. This can be ensured by handover …

New vertical handover prediction schemes for LTE-WLAN heterogeneous networks

KM Hosny, MM Khashaba, WI Khedr, FA Amer - PloS one, 2019 - journals.plos.org
Providing complete mobility along with minimizing the poor quality of service (QoS) is one of
the highest essential challenges in mobile wireless networks. Handover prediction can …

Mobility based call admission control and resource estimation in mobile multimedia networks using artificial neural networks

S Kumar, K Kumar, P Kumar - 2015 1st International …, 2015 - ieeexplore.ieee.org
Mobility management and resource utilization are the two most important research issues in
wireless mobile multimedia networks. In order to provide the guarantee of handoff …

A predictive handover scheme to improve service quality in the IEEE 802.21 network

CP Lin, HL Chen, JS Leu - Computers & Electrical Engineering, 2012 - Elsevier
The Media Independent Handover (MIH) standard defined in the IEEE 802.21 specification
supports vertical handovers across heterogeneous networks. A cross-layer scheduling …

On the Benefits of Channel Bonding in Dense, Decentralized Wi‐Fi 4 Networks

JM Gimenez-Guzman, I Marsa-Maestre… - Wireless …, 2022 - Wiley Online Library
Channel bonding is a technique first defined in the IEEE 802.11 n standard to increase the
throughput in wireless networks by means of using wider channels. In IEEE 802.11 n …

[PDF][PDF] Efficiency of Handover Prediction Based on Handover History.

Z Becvar - J. Convergence Inf. Technol., 2009 - researchgate.net
The prediction of the handover in mobile wireless networks is an easy way of optimal
disposing with radio resources and efficient increase of quality of services. The prediction …

[HTML][HTML] IEEE 802.11 graph models

JM Gimenez-Guzman, I Marsa-Maestre… - Alexandria Engineering …, 2023 - Elsevier
There are several recent research lines addressing Wi-Fi network planning and
optimization, both in terms of channel assignment and access point deployment. The …