Edge Intelligence for Internet-of-Vehicle / Autonomous Vehicle / UAV / IIoT

  • Y. Qin, Y. L. Guan, C. Yuen, Spatiotemporal Capsule Neural Network for Vehicle Trajectory Prediction, IEEE TVT, vol. 72, Aug 2023, pp. 9746-9756. [PDF]
  • H. Zhang, X. Liu, Y. Xu, D. Li, C. Yuen, Partial Offloading and Resource Allocation for MEC-assisted Vehicular Networks, IEEE TCOM, Aug 2023.
  • H. Wu, J. Nie, Z. Xiong, Z. Cai, T. Zhou, C. Yuen, D. Niyato, A Game-based Incentive-driven Offloading Framework for Dispersed Computing, IEEE TCOM, vol. 71, July 2023, pp. 4034-4049.
  • Y. Zhang, C. Li, T. H. Luan, C. Yuen, Y. Fu, Collaborative Driving: Learning-Aided Joint Topology Formulation and Beamforming, IEEE VT Magazine, vol. 17, June 2022, pp. 103-111. [PDF]
  • Y. Zhang, C. Li, T. Luan, C. Yuen, Y. Fu, H. Wang, Towards Hit-Interruption Tradeoff in Vehicular Edge Caching: Algorithm and Analysis, IEEE ITS, vol. 23, June 2022, pp. 5198-5210.
  • B. Yang, X. Cao, K. Xiong, C. Yuen, Y. L. Guan, S. Leng, L. Qian, Z. Han, Edge Intelligence for Autonomous Driving in 6G Wireless System: Design Challenges and Solutions, IEEE Wireless Communications, vol. 28, Apr 2021, pp. 40-47. [PDF]
  • K. Xiong, S. Leng, X.Chen, C. Huang, C. Yuen, Y. L. Guan, Communication and Computing Resource Optimization for Connected Autonomous Driving, IEEE TVT, vol. 69, Nov 2020, pp. 12652-12663. [PDF]
  • K. Xiong, S. Leng, C. Huang, C. Yuen, Y. L. Guan, Intelligent Task Offloading for Heterogeneous V2X Communications, IEEE Trans. Intelligence Transport System, vol. 22, Apr 2021, pp. 2226-2238. [PDF]
  • B. Yang, X. Cao, X. Li, C. Yuen, L. Qian, Lessons Learned from Accident of Autonomous Vehicle Testing: An Edge Learning-aided Offloading Framework, IEEE Wireless Communications Letters, vol. 9, Aug 2020, pp. 1182-1186. [PDF]
  • J. Guo, B. Song, F. R. Yu, Y. Chi, C. Yuen, Fast Video Frame Correlation Analysis for Vehicular Networks by Using CVS-CNN, IEEE TVT, vol. 68, July 2019, pp. 6286-6292.
  • B. Yang, X. Cao, C. Yuen, L. Qian, Offloading Optimization in Edge Computing for Deep Learning Enabled Target Tracking by Internet-of-UAVs, IEEE JIoT, vol. 8, June 2021, pp. 9878-9893. [PDF]
  • B. Yang, O. Fagbohungbe, X. Cao, C. Yuen, L. Qian, D. Niyato, Y. Zhang, A Joint Energy and Latency Framework for Transfer Learning over 5G Industrial Edge Networks, IEEE TII, vol. 18, Jan 2022, pp. 531-541. [PDF]
  • Z. Zhao, R. Zhao, J. Xia, X. Lei, D. Li, C. Yuen, L. Fan, A Novel Framework of Three-Hierarchical Offloading Optimization for MEC in Industrial IoT Networks, IEEE TII, Aug 2020, vol. 16, pp. 5424 – 5434.