20 citations · 54 across the 21 of their papers we have counts for
5 papers · 1 filter
An Overview of Machine Learning Approaches in Wireless Mesh Networks
Samurdhi Karunaratne, Haris Gacanin
Wireless Mesh Networks (WMNs) have been extensively studied for nearly two decades as one of the most promising candidates expected to power the high bandwidth, high coverage wirel…
Autonomous Wireless Systems with Artificial Intelligence
Haris Gacanin
This paper discusses technology and opportunities to embrace artificial intelligence (AI) in the design of autonomous wireless systems. We aim to provide readers with motivation an…
Artificial Intelligence Paradigm for Customer Experience Management in Next-Generation Networks: Challenges and Perspectives
Haris Gacanin, Mark Wagner
With advancements of next-generation programmable networks a traditional rule-based decision-making may not be able to adapt effectively to changing network and customer requiremen…
Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning
Erma Perenda, Samurdhi Karunaratne, Ramy Atawia +1
In this work, we develop a framework that jointly decides on the optimal location of wireless extenders and the channel configuration of extenders and access points (APs) in a Wire…
Artificial Intelligence Inspired Self-Deployment of Wireless Networks
Erma Perenda, Ramy Atawia, Haris Gacanin
In this paper, we propose a self-deployment approach for finding the optimal placement of extenders in which both the wireless back-haul and front-haul throughput of the extender a…