598 citations · 682 across the 11 of their papers we have counts for
5 papers · 1 filter
Artificial Intelligence-Enabled Intelligent 6G Networks
Helin Yang, Arokiaswami Alphones, Zehui Xiong +3
With the rapid development of smart terminals and infrastructures, as well as diversified applications (e.g., virtual and augmented reality, remote surgery and holographic projecti…
Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning
Haodi Zhang, Zihang Gao, Yi Zhou +3
Deep reinforcement learning has been successfully used in many dynamic decision making domains, especially those with very large state spaces. However, it is also well-known that d…
Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems
Ahmed B. Zaky, Joshua Zhexue Huang, KaishunWu +1
Spectrum management and resource allocation (RA) problems are challenging and critical in a vast number of research areas such as wireless communications and computer networks. The…
Enhanced Energy-Efficient Downlink Resource Allocation in Green Non-Orthogonal Multiple Access Systems
Rukhsana Ruby, Shuxin Zhong, Derrick Wing Kwan Ng +2
Despite numerous advantages, non-orthogonal multiple access (NOMA) technique can bring additional interference for the neighboring ultra-dense networks if the power consumption of…
Detecting and Diagnosing Energy Issues for Mobile Applications
Xueliang Li, Yuming Yang, Yepang liu +2
Energy efficiency is an important criterion to judge the quality of mobile apps, but one third of our randomly sampled apps suffer from energy issues that can quickly drain battery…