Application of reinforcement learning for security enhancement in cognitive radio networks
Cognitive radio network (CRN) enables unlicensed users (or secondary users, SUs) to
sense for and opportunistically operate in underutilized licensed channels, which are owned …
sense for and opportunistically operate in underutilized licensed channels, which are owned …
Game theory-based anti-jamming strategies for frequency hopping wireless communications
In frequency hopping (FH) wireless communications, finding an effective transmission
strategy to properly mitigate jamming has been recently considered as a critical issue, due to …
strategy to properly mitigate jamming has been recently considered as a critical issue, due to …
Machine-learning-assisted cyclostationary spectral analysis for joint signal classification and jammer detection at the physical layer of cognitive radio
T Nawaz, A Alzahrani - Sensors, 2023 - mdpi.com
Cognitive radio technology was introduced as a possible solution for spectrum scarcity by
exploiting dynamic spectrum access. In the last two decades, most researchers focused on …
exploiting dynamic spectrum access. In the last two decades, most researchers focused on …
Strategic power allocation with incomplete information in the presence of a jammer
R El-Bardan, S Brahma… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
In this paper, distributed competitive interactions between a secondary user (SU) transmitter-
receiver pair and a jammer are investigated using a game-theoretic framework under …
receiver pair and a jammer are investigated using a game-theoretic framework under …
Fast convergence cooperative dynamic spectrum access for cognitive radio networks
TM Chiwewe, GP Hancke - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
Cognitive radio and dynamic spectrum access can reform the way that radiofrequency
spectrum is accessed. Problems of spectrum scarcity, coexistence, and unreliable wireless …
spectrum is accessed. Problems of spectrum scarcity, coexistence, and unreliable wireless …
Optimal frequency-hopping anti-jamming strategy based on multi-step prediction Markov decision process
P Wei, S Wang, J Luo, Y Liu, L Hu - Wireless Networks, 2021 - Springer
With the increasingly fierce competition for electromagnetic spectrum resources and the
rapid development in artificial intelligence, frequency-hopping (FH) communication systems …
rapid development in artificial intelligence, frequency-hopping (FH) communication systems …
Honest auction based spectrum assignment and exploiting spectrum sensing data falsification attack using stochastic game theory in wireless cognitive radio network
P Subbulakshmi, M Prakash… - Wireless Personal …, 2018 - Springer
Cognitive radio networks being a widespread disruptive technology where idle spectrum are
being analysed and made available to the unlicensed secondary users (SU) from licensed …
being analysed and made available to the unlicensed secondary users (SU) from licensed …
A zero-sum jamming game with incomplete position information in wireless scenarios
We consider a jamming problem, modeled as a zero-sum game with incomplete information
played by a wireless network and a malicious jammer that wants to disrupt communication …
played by a wireless network and a malicious jammer that wants to disrupt communication …
Jammer detection algorithm for wide-band radios using spectral correlation and neural networks
Cognitive radio (CR) is a promising technology for future wireless spectrum allocation to
improve the use of licensed bands. However, security challenges faced by cognitive radio …
improve the use of licensed bands. However, security challenges faced by cognitive radio …
Cognitive radio as the facilitator for advanced communications electronic warfare solutions
Abstract Throughout the 1990s, Software Defined Radio (SDR) technology was viewed
almost exclusively as a solution for interoperability problems between various military …
almost exclusively as a solution for interoperability problems between various military …