- 教师英文名称：Changqiao Xu
- 主要任职：Transactions on Emerging Telecommunications Technologies(Wiley)主编
Changqiao Xu, J. Qin, P. Zhang, K. Gao and L. Grieco, “Reinforcement Learning-based Mobile AR/VR Multipath Transmission with Streaming Power Spectrum Density Analysis,” IEEE Transactions on Mobile Computing, Early Access, May 2021, DOI: 10.1109/TMC.2021.3082912.
M. Wang, Changqiao Xu, X. Chen, L. Zhong, Z. Wu and D. Wu, “Unified Neural Adaptive Control for Multiple Human-Robot-Environment Interactions, IEEE Transactions on Industrial Informatics, vol. 17, no. 2, pp. 1166-1175, Feb. 2021, DOI: 10.1109/TII.2020.2977051.
Changqiao Xu, T. Zhang, X. Kuang, Z. Zhou and Shui Yu, “Context-aware Adaptive Route Mutation Scheme: A Reinforcement Learning Approach,” IEEE Internet of Things Journal, vol. 8, no. 9, pp. 13528-13541, Sep. 2021,, DOI: 10.1109/JIOT.2021.3065680.
K. Gao, Changqiao Xu, X. Ji, J. Qin, S. Yang, L. Zhong and D. Wu, “Freshness-Aware Age Optimization for Multipath TCP Over Software Defined Networks,” IEEE Transactions on Network Science and Engineering, Early Access, April 2021, DOI: 10.1109/TNSE.2021.3075704.
H. Hao, Changqiao Xu, S. Yang, L. Zhong, G.-M. Muntean, “Multicast-Aware Optimization for Resource Allocation with Edge Computing and Caching,” Journal of Network and Computer Applications, vol. 193, no. 1, Nov. 2021. DOI: 10.1016/j.jnca.2021.103195.
X. Chen, Changqiao Xu, M. Wang, Z. Wu, L. Zhong and G.-M. Muntean, "A Universal Transcoding and Transmission Method for Livecast with Networked Multi-Agent Reinforcement Learning," Proceeding of the 2021 IEEE Conference on Computer Communications (INFOCOM 2021), 2021.
K. Gao, Changqiao Xu, P. Zhang, J. Qin, L. Zhong and G. -M. Muntean, "GCH-MV: Game-enhanced Compensation Handover Scheme for Multipath TCP in 6G Software Defined Vehicular Networks," IEEE Transactions on Vehicular Technology, Early Access, DOI: 10.1109/TVT.2020.3042987.
X. Chen, Changqiao Xu, M. Wang, Z. Wu, L. Zhong and L. A. Grieco, "Augmented Queue-based Transmission and Transcoding Optimization for Livecast Services Based on Cloud-Edge-Crowd Integration," IEEE Transactions on Circuits and Systems for Video Technology, Early Access Article, DOI: 10.1109/TCSVT.2020.3047859.
X. Yuan, Z. Feng, A. Zhang, W. Ni, R. Liu, Z. Wei and Changqiao Xu, "Spatio-Temporal Power Optimization for MIMO Joint Communication and Radio Sensing Systems with Training Overhead", IEEE Transactions on Vehicular Technology, Early Access Article, DOI: 10.1109/TVT.2020.3046438.
H. Hao, Changqiao Xu, L. Zhong, G.-M. Muntean, "A Multi-update Deep Reinforcement Learning Algorithm for Edge Computing Service Offloading," Proceeding of the 28th ACM International Conference on Multimedia (ACM Multimedia), Seattle, United States, October 2020.
X. Yuan, Z. Feng, W. Ni, Z. Wei, R. Liu and Changqiao Xu, "Connectivity of UAV Swarms in 3D Spherical Spaces Under (Un)Intentional Ground Interference," IEEE Transactions on Vehicular Technology, vol. 69, no. 8, pp. 8792-8804, Aug. 2020, DOI: 10.1109/TVT.2020.2994944
Z. Zhou, X. Kuang, L. Sun, L. Zhong and Changqiao Xu, "Endogenous Security Defense against Deductive Attack: When Artificial Intelligence Meets Active Defense for Online Service," IEEE Communications Magazine, vol. 58, no. 6, pp. 58-64, June 2020, DOI: 10.1109/MCOM.001.1900367.
T. Cao, Changqiao Xu, J. Du, Y. Li, H. Xiao, C. Gong, L. Zhong and D. Niyato, "Reliable and Efficient Multimedia Service Optimization for Edge Computing-based 5G Networks: Game Theoretic Approaches," IEEE Transactions on Network and Service Management, , Early Access，May 2020，DOI: 10.1109/TNSM.2020.2993886
X. Yuan, Z. Feng, W. Ni, Z. Wei, R. Liu and Changqiao Xu, "Connectivity of UAV Swarms in 3D Spherical Spaces under (Un)intentional Ground Interference," IEEE Transactions on Vehicular Technology, Early Access，May 2020， DOI: 10.1109/TVT.2020.2994944
M. Wang, Changqiao Xu, X. Cheng, L. Zhong, Z. Wu and D. Wu, "BC-MDC: A Blockchain-based Decentralized Truthful Framework for Mobile Device Cloud," IEEE Transactions on Industrial Informatics, DOI:10.1109/TII.2020.2983209, March 2020.
J. Zhao, J. Liu, H. Wang, C. Xu, W. Gong, Changqiao Xu,"Measurement, Analysis, and Enhancement of Multipath TCP Energy Efficiency for Datacenters," IEEE/ACM Transactions on Networking, vol. 28, no. 1, pp. 1558-2566, Feb 2020, DOI: 10.1109/TNET.2019.2950908
H. Hao, Changqiao Xu, L. Zhong and D. Wu, "Stochastic Cooperative Optimization for Multicast Scheduling in Heterogeneous and Green 5G Networks," IEEE Transactions on Green Communications and Networking, 10.1109/TGCN.2020.2981459, March 2020.
M. Wang, Changqiao Xu, X. Chen, H. Hao, L. Zhong and S. Yu, "Differential Privacy Oriented Distributed Online Learning for Mobile Social Video Prefetching," IEEE Transactions on Multimedia, vol. 21, no. 3, pp. 636-651, March 2019.
Z. Jiang, Changqiao Xu, J. Guan and D. Niyato, "Stochastic Profit Maximization of Service Provider in Millimeter-Wave High-Speed Railway Networks," IEEE Transactions on Vehicular Technology. vol. 68, no. 5, pp. 5059-5075, May 2019.
T. Cao, Changqiao Xu, M. Wang, Z. Jiang, X. Chen, L. Zhong, L. A. Grieco, “Stochastic Optimization for Green Multimedia Services in Dense 5G Networks,” ACM Transactions on Multimedia Computing Communications and Applications (ACM TOMM), vol. 15, no. 3, pp. 1- 22, Sep. 2019.