QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning

13 October 2019

Papers citing "QoS and Jamming-Aware Wireless Networking Using Deep Reinforcement Learning"

9 / 9 papers shown

Title
Continual Deep Reinforcement Learning to Prevent Catastrophic Forgetting in Jamming Mitigation Kemal Davaslioglu Sastry Kompella T. Erpek Y. Sagduyu 43 1 0 14 Oct 2024
Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems Ziad El Jamous Kemal Davaslioglu Y. Sagduyu 54 3 0 02 Nov 2022
Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning L. Pullum 122 4 0 22 Mar 2022
Adversarial Machine Learning for 5G Communications Security Y. Sagduyu T. Erpek Yi Shi AAML 85 43 0 07 Jan 2021
Jamming Attacks and Anti-Jamming Strategies in Wireless Networks: A Comprehensive Survey Hossein Pirayesh Huacheng Zeng AAML 112 338 0 01 Jan 2021
Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physical Layer Wei Cui Wei Yu 30 10 0 22 Dec 2020
Reinforcement Learning for Dynamic Resource Optimization in 5G Radio Access Network Slicing Yi Shi Y. Sagduyu T. Erpek 53 56 0 14 Sep 2020
When Wireless Security Meets Machine Learning: Motivation, Challenges, and Research Directions Y. Sagduyu Yi Shi T. Erpek William C. Headley Bryse Flowers G. Stantchev Zhuo Lu AAML 79 39 0 24 Jan 2020
Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification S. Soltani Y. Sagduyu Raqibul Hasan Kemal Davaslioglu Hongmei Deng T. Erpek 48 32 0 13 Oct 2019