Game Theory and Reinforcement Learning for Anti-jamming Defense in Wireless Communications: Current Research, Challenges, and Solutions
L Jia, N Qi, Z Su, F Chu, S Fang… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Due to the inherently open and shared nature of the wireless channels, wireless
communication networks are vulnerable to jamming attacks, and effective anti-jamming …
communication networks are vulnerable to jamming attacks, and effective anti-jamming …
Spectrum assignment in cognitive radio networks for internet-of-things delay-sensitive applications under jamming attacks
The expected widespread usage of Internet-of-Things (IoT) devices and the associated
diversity of applications will place extra pressure on network resources including bandwidth …
diversity of applications will place extra pressure on network resources including bandwidth …
Two-dimensional antijamming mobile communication based on reinforcement learning
By using smart radio devices, a jammer can dynamically change its jamming policy based
on opposing security mechanisms; it can even induce the mobile device to enter a specific …
on opposing security mechanisms; it can even induce the mobile device to enter a specific …
Secure routing in multi-hop iot-based cognitive radio networks under jamming attacks
Integrating Cognitive Radio (CR) technology in Internet-of-Things (IoT) devices allows
efficient large-scale deployment of IoT systems. Recently, research efforts are shifted toward …
efficient large-scale deployment of IoT systems. Recently, research efforts are shifted toward …
Learning-Based Multi-Domain Anti-Jamming Communication with Unknown Information
Y Li, J Wang, Z Gao - Electronics, 2023 - mdpi.com
Due to the open nature of the wireless channel, wireless networks are vulnerable to
jamming attacks. In this paper, we try to solve the anti-jamming problem caused by smart …
jamming attacks. In this paper, we try to solve the anti-jamming problem caused by smart …
How crucial is it for 6G networks to be autonomous?
The sixth generation (6G), unlike any of the previous generations, is envisioned by 2030 to
connect everything. Moreover, in addition to the new use cases, 6G is expected to support, it …
connect everything. Moreover, in addition to the new use cases, 6G is expected to support, it …
Impact of secondary user mobility on spectrum handoff under generalized residual time distributions in cognitive radio networks
Cognitive Radio is an emerging technology to accommodate the growing demand for
wireless technology via dynamic spectrum access to enhance spectrum efficiency. Spectrum …
wireless technology via dynamic spectrum access to enhance spectrum efficiency. Spectrum …
Performance analysis of cell-based spectrum handoff in cognitive radio vehicular centralized and ad-hoc networks
Spectrum handoff (SHO) is an essential technique in dynamic spectrum access policy to
guarantee seamless and robust service of a cognitive radio. Link maintenance probability …
guarantee seamless and robust service of a cognitive radio. Link maintenance probability …
A mobile robot controller using reinforcement learning under scLTL specifications with uncertainties
The control of a mobile robot is a well‐studied problem in robotics that can be solved easily
when performing simple tasks without uncertainties. However, uncertainties always exist …
when performing simple tasks without uncertainties. However, uncertainties always exist …
Batch‐based security‐aware spectrum sharing with simultaneous assignment decisions in time‐critical IoT networks with cognitive radio capabilities
Cognitive radio (CR) is considered as a key enabling communication technology that offers
efficient wireless connectivity to Internet of Things (IoT) devices. Its integration with the future …
efficient wireless connectivity to Internet of Things (IoT) devices. Its integration with the future …