4 citations · 9 across the 4 of their papers we have counts for
3 papers
Generalization of Deep Reinforcement Learning for Jammer-Resilient Frequency and Power Allocation
Swatantra Kafle, Jithin Jagannath, Zackary Kane +3
We tackle the problem of joint frequency and power allocation while emphasizing the generalization capability of a deep reinforcement learning model. Most of the existing methods s…
Security and Privacy vulnerabilities of 5G/6G and WiFi 6: Survey and Research Directions from a Coexistence Perspective
Keyvan Ramezanpour, Jithin Jagannath, Anu Jagannath
Spectrum scarcity has been a major concern for achieving the desired quality of experience (QoE) in next-generation (5G/6G and beyond) networks supporting a massive volume of mobil…
Machine Learning Subsystem for Autonomous Collision Avoidance on a small UAS with Embedded GPU
Nicholas Polosky, Tyler Gwin, Sean Furman +2
Interest in unmanned aerial system (UAS) powered solutions for 6G communication networks has grown immensely with the widespread availability of machine learning based autonomy mod…