Mobility robustness optimization and load balancing in self-organized cellular networks: Towards cognitive network management

SA Hashemi, H Farrokhi - Journal of Intelligent & Fuzzy …, 2020 - content.iospress.com
Self-Organization networking (SON) consists of function sets which are responsible for
automatically reliable configuring, planning and optimizing next generation mobile networks …

Reliability and mobility load balancing in next generation self-organized networks: using stochastic learning automata

A Mohajer, M Bavaghar, H Farrokhi - Wireless Personal Communications, 2020 - Springer
Self-organizing networking (SON) is an automation technology designed to make the
planning, configuration, management, optimization and healing of mobile radio access …

Mobility-aware load balancing for reliable self-organization networks: Multi-agent deep reinforcement learning

A Mohajer, M Bavaghar, H Farrokhi - Reliability Engineering & System …, 2020 - Elsevier
Abstract Self-Organizing Networks (SON) is a collection of functions for automatic
configuration, optimization, and healing of networks and mobility optimization is one of the …

Cognitive network function for mobility robustness optimization in cellular networks

S Parameswaran, T Bag, S Garg… - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Self Organizing Networks (SON) aim at automating different network management functions,
thereby improving their efficiency while reducing the operational expenditures. There are …

Fuzzy rule-based mobility and load management for self-organizing wireless networks

J Habetha, B Walke - International journal of wireless information …, 2002 - Springer
Mobility management in a cluster-based, multihop ad hoc network is studied. It is shown that
the process of clustering the network into groups of stations has similarities to data analysis …

Intelligent wireless networks: challenges and future research topics

M Abusubaih - Journal of Network and Systems Management, 2022 - Springer
Recently, artificial intelligence (AI) has become a primary tool of serving science and
humanity in all fields. This is due to the significant development in computing. The use of AI …

Cognitive cellular networks: A Q-learning framework for self-organizing networks

SS Mwanje, LC Schmelz… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Self-organizing networks (SON) aim at simplifying network management (NM) and
optimizing network capital and operational expenditure through automation. Most SON …

Cognitive adaptive network management areas

L Paul, BS Kloster - US Patent 7,843,822, 2010 - Google Patents
BACKGROUND Conventional military networks are mobile adhoc wireless networks. In
these networks every node acts as a route and can route traffic to other nodes. Such …

Fuzzy Q-learning for mobility robustness optimization in wireless networks

A Klein, NP Kuruvatti, J Schneider… - 2013 IEEE globecom …, 2013 - ieeexplore.ieee.org
The high popularity of smartphones and mobile PCs is expected to increase wireless data
traffic in the order of 1000 times by 2020 [1]. However, the current situation of Mobile …

[图书][B] Self-Organized Mobile Communication Technologies and Techniques for Network Optimization

A Diab - 2016 - books.google.com
With increased consumer use and adoption, mobile communication technologies are faced
with the challenge of creating an adequate wireless networking architecture that can support …