Xin Liu

Orcid: 0000-0002-0956-2160

Affiliations:
  • Guilin University of Technology, College of Information Science and Engineering, China
  • PLA University of Science and Technology, Institute of Communications Engineering, Nanjing, China (PhD 2011)


According to our database1, Xin Liu authored at least 22 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Lightweight Reinforcement Learning with State Abstraction for Dynamic Spectrum Anti-Jamming Communications.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2023
Indoor Human Action Recognition Based on Dual Kinect V2 and Improved Ensemble Learning Method.
Sensors, November, 2023

Dynamic Spectrum Anti-Jamming Access With Fast Convergence: A Labeled Deep Reinforcement Learning Approach.
IEEE Trans. Inf. Forensics Secur., 2023

Environmental Sound Classification Framework Based on L-mHP Features and SE-ResNet50 Network Model.
Symmetry, 2023

Flexible Channel Access Against Unknown Dynamic Jamming Attack: A Reinforcement Learning Approach.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

2022
Intelligent Dynamic Spectrum Anti-Jamming Communications: A Deep Reinforcement Learning Perspective.
IEEE Wirel. Commun., 2022

2021
Angle Estimation Using Local Searching for Bistatic MIMO Radar with Unknown MCM.
Wirel. Commun. Mob. Comput., 2021

2020
QoE-oriented partially overlapping channel access in wireless networks: a game-theoretic learning approach.
Wirel. Networks, 2020

Dynamic Spectrum Anti-Jamming in Broadband Communications: A Hierarchical Deep Reinforcement Learning Approach.
IEEE Wirel. Commun. Lett., 2020

Dynamic Spectrum Anti-Jamming Communications: Challenges and Opportunities.
IEEE Commun. Mag., 2020

Mean Field Reinforcement Learning Based Anti-Jamming Communications for Ultra-Dense Internet of Things in 6G.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

2019
Hypergraph Game Theoretic Solutions for Load Aware Dynamic Access of Ultra-dense Small Cell Networks.
KSII Trans. Internet Inf. Syst., 2019

Joint Channel Selection and Data Scheduling in HF Jamming Environment: An Interference-Aware Reinforcement Learning Approach.
IEEE Access, 2019

2018
A Game-Theoretic Approach for Optimal Distributed Cooperative Hybrid Caching in D2D Networks.
IEEE Wirel. Commun. Lett., 2018

A Multi-Leader One-Follower Stackelberg Game Approach for Cooperative Anti-Jamming: No Pains, No Gains.
IEEE Commun. Lett., 2018

Anti-Jamming Communications Using Spectrum Waterfall: A Deep Reinforcement Learning Approach.
IEEE Commun. Lett., 2018

Location-Aware Incentive Mechanism for Traffic Offloading in Heterogeneous Networks: A Stackelberg Game Approach.
Entropy, 2018

A One-Leader Multi-Follower Bayesian-Stackelberg Game for Anti-Jamming Transmission in UAV Communication Networks.
IEEE Access, 2018

2015
Traffic Offloading in Two-Tier Multi-Mode Small Cell Networks over Unlicensed Bands: A Hierarchical Learning Framework.
KSII Trans. Internet Inf. Syst., 2015

2011
Outage Capacity Analysis for SIMO Cognitive Fading Channel in Spectrum Sharing Environment.
IEICE Trans. Commun., 2011

Joint Frequency and Power Allocation in Wireless Mesh Networks: A Self-Pricing Game Model.
IEICE Trans. Commun., 2011

Frequency Allocation in Dynamic Environment of Cognitive Radio Networks Based on Stochastic Game.
Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011


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