2 papers
cs.IT2023
Personalized Resource Allocation in Wireless Networks: An AI-Enabled and Big Data-Driven Multi-Objective Optimization
Rawan Alkurd, Ibrahim Abualhaol, Halim Yanikomeroglu
The design and optimization of wireless networks have mostly been based on strong mathematical and theoretical modeling. Nonetheless, as novel applications emerge in the era of 5G…
cs.AI2023
Big-data-driven and AI-based framework to enable personalization in wireless networks
Rawan Alkurd, Ibrahim Abualhaol, Halim Yanikomeroglu
Current communication networks use design methodologies that prevent the realization of maximum network efficiency. In the first place, while users' perception of satisfactory serv…