Spectrum management in high-speed railway cooperative cognitive radio network based on multi-agent reinforcement learning
C Wang, Q Wu, Z Tang, J Sheng… - … and Mobile Computing …, 2020 - ieeexplore.ieee.org
As the high-speed railway industry matures, higher requirements are put forward for the
railway wireless communication, and the demand for spectrum resources is also increasing …
railway wireless communication, and the demand for spectrum resources is also increasing …
Cooperative learning for spectrum management in railway cognitive radio network
C Wu, C Wang, J Sheng, Y Wang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
High-speed rail public broadband wireless access requires communication terminals with
high mobility to perform seamless cell switching in a harsh and fast time-varying …
high mobility to perform seamless cell switching in a harsh and fast time-varying …
Adaptive spectrum management of cognitive radio in intelligent transportation system
C Wu, YM Wang, X Qiang, ZY Zhang - Applied Mechanics and …, 2015 - Trans Tech Publ
With the rapid development of urban rail transit, the demand of the public in rail
transportationto take real-time, reliable and efficient wireless access services, has become …
transportationto take real-time, reliable and efficient wireless access services, has become …
Intelligent spectrum management based on reinforcement learning schemes in cooperative cognitive radio networks
Abstract Cognitive Radio (CR) and Cooperative Communication provide key technologies
for efficient utilization of available unused spectrum bands (called resources) to achieve a …
for efficient utilization of available unused spectrum bands (called resources) to achieve a …
Bayesian-based distributed sequential decision in rail transit cognitive radio
C Wang, Y Wang, C Wu - Procedia Computer Science, 2018 - Elsevier
Wireless communication is an important part of key technology in modern rail transit. The
rapid trajectory of the train makes the wireless spectrum of rail transit environment instable …
rapid trajectory of the train makes the wireless spectrum of rail transit environment instable …
Dynamic spectrum access in cognitive radio networks using deep reinforcement learning and evolutionary game
With the rapid development of wireless communication technology, the low utilization of
spectrum resources and the high demand for spectrum have always been an urgent and …
spectrum resources and the high demand for spectrum have always been an urgent and …
Reinforcement learning based anti-jamming cognitive radio channel selection
F Slimeni, Z Chtourou, AB Amor - 2020 4th International …, 2020 - ieeexplore.ieee.org
Dynamic spectrum management (DSM) models and cognitive radio (CR) technology are
presented as promising solutions to the spectrum scarcity and under-utilization problems …
presented as promising solutions to the spectrum scarcity and under-utilization problems …
Optimization of a Multi-criteria Cognitive Radio User Through Autonomous Learning
N Seghiri, MZ Baba-Ahmed, B Benmammar… - … , Intelligent Systems and …, 2021 - Springer
Dynamic and optimal management of radio spectrum congestion is becoming a major
problem in networking. Various factors can cause damage and interference between …
problem in networking. Various factors can cause damage and interference between …
Deep reinforcement learning for resource allocation with network slicing in cognitive radio network
With the development of wireless communication technology, the requirement for data rate is
growing rapidly. Mobile communication system faces the problem of shortage of spectrum …
growing rapidly. Mobile communication system faces the problem of shortage of spectrum …
A cooperative spectrum sensing with multi-agent reinforcement learning approach in cognitive radio networks
Cognitive radio networks (CRNs) can greatly improve the temporal and spatial spectrum
utilization by identifying and exploring spectrum holes of the licensed primary users (PUs) …
utilization by identifying and exploring spectrum holes of the licensed primary users (PUs) …
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