Prof. Liuqing YANG 楊柳青

Liuqing
YANG
楊柳青

PhD degree in Electrical and Computer Engineering
Affiliate Professor
Research Area
Transportation
Research Interests
Theory and applications of wireless communications and networking
Synergy of communications, sensing, and information processing
Multi-entity intelligence with applications to transportation and energy systems
Profile

PhD, University of Minnesota

MS, University of Minnesota

BS, Huazhong University of Science and Technology

Selected Publications

Y. Fan, S. Gao, D. Duan, X. Cheng and L. Yang, ``Radar Integrated MIMO Communications for Multi-Hop V2V Networking," in IEEE Wireless Communications Letters, 2022 (early access).

X. Zheng, S. Li, Y. Li, D. Duan, L. Yang and X. Cheng, ``Confidence Evaluation for Machine Learning Schemes in Vehicular Sensor Networks," in IEEE Transactions on Wireless Communications, 2022 (early access).

B. Li, S. Zhao, R. Zhang, and L. Yang, ``Full-Duplex UAV Relaying for Multiple User Pairs,'' IEEE Internet of Things Journal, 2022 (early access).

B. Li, S. Zhao, R. Zhang and L. Yang, ``Joint Transmit Power and Trajectory Optimization for Two-Way Multihop UAV Relaying Networks," in IEEE Internet of Things Journal, vol. 9, no. 23, pp. 24417-24428, December 2022.

X. Cheng, D. Duan, S. Gao and L. Yang, ``Integrated Sensing and Communications (ISAC) for Vehicular Communication Networks (VCN)," in IEEE Internet of Things Journal, vol. 9, no. 23, pp. 23441-23451, December 2022.

X. Zheng, Y. Li, D. Duan, L. Yang, C. Chen and X. Cheng, ``Multivehicle Multisensor Occupancy Grid Maps (MVMS-OGM) for Autonomous Driving," in IEEE Internet of Things Journal, vol. 9, no. 22, pp. 22944-22957, November 2022.

H. Wang, R. Zhang, X. Cheng and L. Yang, ``Hierarchical Traffic Flow Prediction Based on Spatial-Temporal Graph Convolutional Network," in IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 9, pp. 16137-16147, September 2022.

X. Zheng, P. Yang, D. Duan, X. Cheng, and L. Yang, ``Real-Time Driving Style Classification based on Short-Term Observations,'' IET Communications, May 2022.

Y. Wang, S. Zhao, R. Zhang, X. Cheng, and L. Yang, ``Multi-Vehicle Collaborative Learning for Trajectory Prediction With Spatio-Temporal Tensor Fusion,'' IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 1, pp. 236-248, January 2022.

R. Zhang, R. Lu, X. Cheng, N. Wang, and L. Yang, ``A UAV-Enabled Data Dissemination Protocol with Proactive Caching and File Sharing in V2X Networks,'' IEEE Transactions on Communications, vol. 69, no. 6, pp. 3930-3942, June 2021.

X. Cheng, D. Duan, L. Yang, and N. Zheng, ``Societal Intelligence for Safer and Smarter Transportation,'' IEEE Internet of Things Journal, vol. 8, no.11, pp. 9109-9121, June 2021.

H. Zhang, R. Zhang, C. Chen, D. Duan, X. Cheng, and L. Yang, ``A Priority-Based Autonomous Intersection Management (AIM) Scheme for Connected Automated Vehicles (CAVs),'' Vehicles, vol. 3, no. 3, pp. 533-544, March 2021.

W. Chen, S. Zhao, R. Zhang, Y. Chen, and L. Yang, ``UAV-Assisted Data Collection With Nonorthogonal Multiple Access,'' IEEE Internet of Things Journal, vol. 8, no. 1, pp. 501-511, January 2021.

P. Yang, D. Duan, C. Chen, X. Cheng, and L. Yang, ``Multi-Sensor Multi-Vehicle (MSMV) Localization and Mobility Tracking for Autonomous Driving,'' IEEE Transactions on Vehicular Technology, vol. 69, no. 12, pp. 14355-14364, December 2020.

W. Pi, P. Yang, D. Duan, C. Chen, X. Cheng, L. Yang, and H. Li, ``Malicious User Detection for Cooperative Mobility Tracking in Autonomous Driving,'' IEEE Internet of Things Journal, vol. 7, no. 6, pp. 4922-4936, June 2020.

B. Wang, R. Zhang, C. Chen, X. Cheng, L. Yang, and Y. Jin, ``Interference Hypergraph-Based 3D Matching Resource Allocation Protocol for NOMA-V2X Networks,'' IEEE Access, vol. 7, pp. 90789 - 90800, July 2019.

X. Cheng, D. Duan, L. Yang, and N. Zheng, ``Cooperative Intelligence for Autonomous Driving,'' ZET Communications, vol. 17, no. 2, pp. 44-50, June 2019.

X. Cheng, R. Zhang, and L. Yang, ``Wireless Toward the Era of Intelligent Vehicles,'' IEEE Internet of Things Journal, vol. 6, no. 1, pp. 188-202, February 2019.

B. Hu, L. Fang, X. Cheng and L. Yang, ``In-Vehicle Caching (IV-Cache) via Dynamic Distributed Storage Relay (D2SR) in Vehicular Networks,'' IEEE Transaction on Vehicular Technology, vol. 68, no. 1, pp. 843-855, January 2019.

R. Zhang, X. Cheng, and L. Yang, ``Flexible Energy Management Protocol for Cooperative EV-to-EV Charging,'' IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 1, pp. 172-184, January 2019.

R. Zhang, X. Cheng, and L. Yang, ``Energy Management Framework for Electric Vehicles in the Smart Grid: A Three-Party Game,'' IEEE Communications Magazine, vol. 54, no. 12, pp. 93-101, December 2016.

X. Zheng, W. Chen, P. Wang, D. Shen, S. Chen, X. wang, Q. Zhang, and L. Yang, ``Big Data for Social Transportation,'' IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 3, pp. 620-630, March 2016.

X. Cheng, L. Yang, and X. Shen, ``D2D for Intelligent Transportation Systems: A Feasibility Study,'' IEEE Transactions on Intelligent Transportation Systems, vol. 16, no. 4, pp. 1784-1793, August 2015.

B. Ai, X. Cheng, L. Yang, Z. Zhong, J. Ding, B. Wang, L. Liu, and H. Song, ``Social Network Services for Rail Traffic Applications,'' IEEE Intelligent Systems, vol. 29, no. 6, pp. 63-69, November-December 2014 (invited).

X. Cheng, X. Hu, L. Yang, I. Husain, K. Inoue, P. Krein, R. Lefevre, Y. Li, H. Nishi, J. Taiber, F. Wang, Y. Cha, W. Gao, and Z. Li, ``Electrified Vehicles and the Smart Grid: the ITS Perspective,'' IEEE Transactions on Intelligent Transportation Systems, vol. 15, no. 4, pp. 1388-1404, August 2014.

F. Qu, F. Wang and L. Yang, ``Intelligent Transportation Spaces: Vehicles, Traffic, Communications, and Beyond,'' IEEE Communications Magazine, vol. 48, no. 11, pp. 136--142, November 2010.

L. Yang and F. Wang, ``Driving into Intelligent Spaces with Pervasive Computing and Communications,'' IEEE Intelligent Systems, vol. 22, no. 1, pp. 12--15, January/February, 2007.

F. Wang, D. Zeng and L. Yang, ``Smart Cars on Smart Roads: An IEEE Intelligent Transportation Systems Society Update,'' IEEE Pervasive Computing, vol. 5, no. 4, pp. 68--69, October-December, 2006.