Name: Yang Cao
Academic Title: Associate Professor
Email: ycao@hust.edu.cn
Research Interests:
cloud-edge collaborative HD transmission, distributed/edge collaborative computing, AI digital human
Education:
Ph.D., School of Electronic Information and Communications, Huazhong University of Science and Technology
B.Sc, School of Electronic Information and Communications, Huazhong University of Science and Technology
Employment and Working Experience:
Associate Professor, School of Electronic Information and Communications, Huazhong University of Science and Technology, 2017-present
Lecturer, School of Electronic Information and Communications, Huazhong University of Science and Technology, 2017-present, 2014-2017
Teaching:
Principles of Communication Theory
Selected Publications:
1. Zhong, X. Zheng, Y. Liu, M. Wang, Y. Cao, “Cache hit ratio maximization in device-to-device communications overlaying cellular networks,” China Communications, vol. 17, no. 2, pp. 232-238, 2020.（Corresponding author）
2. Zeyu Xu, Yang Cao, Wei Wang, Tao Jiang and Qian Zhang, “Incentive Mechanism for Cooperative Scalable Video Coding (SVC) Multicast Based on Contract Theory,” IEEE Transactions on Multimedia, vol. 22, no. 2, pp. 445-458, Feb. 2020.（Corresponding author）
3. Zhong, X. Zheng, J. Lin, Y. Cao, S. Ju, “Adaptive delay optimization of multicast-enabled coded caching in device-to-device networks,” China Communications, vol. 17, no. 1, pp. 42-48, 2020.
4. B. Liu, Y. Cao, Y. Zhang, T. Jiang, “A Distributed Framework for Task Offloading in Edge Computing Networks of Arbitrary Topology,”IEEE Transactions on Wireless Communications , vol. 19, no. 4, pp. 2855-2867, 2020.
5. Shiyue He, Wei Wang, Hang Yang, Yang Cao, Tao Jiang and Qian Zhang, “State-Aware Rate Adaptation for UAVs by Incorporating On-Board Sensors,” IEEE Transactions on Vehicular Technology, vol. 69, no. 1, pp. 488-496, Jan. 2020.
6. Xuedou Xiao, Wei Wang, Taobin Chen, Yang Cao, Tao Jiang and Qian Zhang, “SA-ABR: Sensor-Augmented Neural ABR Video Streaming on UAVs,” IEEE Transactions on Multimedia, vol. 22, no. 6, pp. 1567-1576, Jun. 2020.
7. Hao Zhu, Yang Cao, Xiao Wei, Wei Wang, Tao Jiang, and Shi Jin, “Caching Transient Data for Internet of Things: A Deep Reinforcement Learning Approach,”IEEE Internet of Things Journal , vol. 6, no. 2, pp. 2074-2083, 2019. （Corresponding author）
8. Hao Zhu, Yang Cao, Qiwei Hu, Wei Wang, Tao Jiang, Qian Zhang, “Multi-Bitrate Video Caching for D2D-Enabled Cellular Networks,” IEEE Multimedia Magazine, vol. 26, no. 1, pp. 10-20, 2019. （Corresponding author）
9. Liang Zhong, Mingxuan Li, Yang Cao, and Tao Jiang, “Stable User Association and Resource Allocation based on Stackelberg Game in Backhaul-constrained HetNets,” IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp. 10239-10251, Oct. 2019.
10. Hao Zhu, Yang Cao, Tao Jiang, Qian Zhang, “Scalable NOMA Multicast for SVC Streams in Cellular Networks,” IEEE Transactions on Communications, vol. 66, no. 12, pp. 6339-6352, 2018. （Corresponding author）
11. Changchun Long, Yang Cao, Tao Jiang, and Qian Zhang, “Edge Computing Framework for Cooperative Video Processing in Multimedia IoT Systems,”IEEE Transactions on Multimedia, vol. 20, no. 5, pp. 1126-1139, 2018. （Corresponding author）
12. Y. Cao, H. Song, O. Kaiwartya, B. Zhou, Y. Zhuang, Y. Cao, X. Zhang, “Mobile Edge Computing for Big Data-Enabled Electric Vehicle Charging,” IEEE Communications Magazine, vol. 56, no. 3, pp. 150-156, 2018. （Corresponding author）
13. Hao Zhu, Yang Cao, Wei Wang, Tao Jiang, Shi Jin, “Deep Reinforcement Learning for Mobile Edge Caching: Review, New Features, and Open Issues,”IEEE Network , vol. 32, no. 6, pp. 50-57, 2018.
14. Yue Cao, Omprakash Kaiwartya, Ran Wang, Tao Jiang, Yang Cao, Nauman Aslam, and Graham Sexton. “Toward efficient, scalable, and coordinated on-the-move EV charging management,” IEEE Wireless Communications, vol. 24, no. 2, pp. 2-9, 2017.
15. B. Liu, T. Jiang, Z. Wang, and Y. Cao, “Object-Oriented Network: A Named-Data Architecture Toward the Future Internet,” IEEE Internet of Things Journal, vol. 4, no. 4, pp. 957–967, 2017.
16. Yang Cao, Tao Jiang, and Zhu Han. “A survey of emerging M2M systems: context, task, and objective,”IEEE Internet of Things Journal , vol. 3, no. 6, pp. 1246-1258, 2016.
17. Yang Cao, Changchun Long, Tao Jiang, and Shiwen Mao, “Share communication and computation resources on mobile devices: a social-awareness perspective,” IEEE Wireless Communications, vol. 23, no. 4, pp. 52-59, 2016.
18. Yang Cao, Tao Jiang, Xu Chen, and Junshan Zhang. “Social-aware video multicast based on device-to-device communications,” IEEE Transactions on Mobile Computing, vol. 15, no. 6, pp. 1528–1539, 2016.
19. Yang Cao, Tao Jiang, Miao He, and Junshan Zhang, “Device-to-device communications for energy management: a smart grid case,” IEEE Journal on Selected Areas in Communications (JSAC), vol. 34, no. 1, pp. 190-201, 2016.
20. Yang Cao, Tao Jiang, and Chonggang Wang, “Cooperative device-to-device communications in cellular networks,” IEEE Wireless Communications, vol. 22, no. 3, pp. 124-129, 2015.
21. Hao Zhu, Yang Cao, Wei Wang, Xiwen Liu and Tao Jiang, “QoE-aware resource allocation for adaptive device-to-device video streaming,”IEEE Network , vol. 29, no. 6, pp. 6-12, 2015.
22. Yulei Zhao, Yong Li, Yang Cao, Tao Jiang, and Ning Ge, “Social-aware resource allocation for device-to-device communications underlaying cellular networks,”IEEE Transactions on Wireless Communications , vol. 14, no. 12, pp. 6621-6634, 2015.
23. Qibiao Zhu, Tao Jiang, Yang Cao, Kai Luo, and Nanrun Zhou. “Radio vortex for future wireless broadband communications with high capacity,” IEEE Wireless Communications, vol. 22, no. 6, pp. 98-104, 2015.
24. Liang Yu, Tao Jiang, Yang Cao, and Qi Qi, “Joint workload and battery scheduling with heterogeneous service delay guarantees for data center energy cost minimization,” IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 7, pp. 1937-1947, 2015.
25. Liang Yu, Tao Jiang, Yang Cao, “Energy cost minimization for distributed Internet data centers in smart microgrids considering power outages,” IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 1, pp. 120-130, 2015.
26.Yang Cao, Tao Jiang, and Chonggang Wang, “Optimal radio resource allocation for mobile task offloading in cellular networks,” IEEE Network, vol. 28, no. 5, pp. 68-73, 2014.
27. Tao Jiang, Yang Cao, Liang Yu, and Zhiqiang Wang, “Load shaping strategy based on energy storage and dynamic pricing in smart grid,” IEEE Transactions on Smart Grid, vol. 5, no. 6, pp. 2868-2876, 2014.
28. Liang Yu, Tao Jiang, Yang Cao, and Qi Qi. “Carbon-aware energy cost minimization for distributed Internet data centers in smart microgrids,” IEEE Internet of Things Journal, vol. 1, no. 3, pp. 255-264, 2014.
29. Liang Yu, Tao Jiang, Yang Cao and Qian Zhang, “Risk-constrained operation for Internet data centers in deregulated electricity markets,” IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 5, pp. 1306-1316, 2014.
30. Shiyong Yang, Tao Jiang, and Yang Cao. “Capacity region of a class of Gaussian cognitive degraded broadcast channel,” China Communications, vol. 10, no. 10, pp. 137-144, 2013.
31. Lei Zhang, Tao Jiang, Yun Zhang and Yang Cao, “Grade of service of opportunistic spectrum access based cognitive cellular networks,”IEEE Wireless Communications, vol. 20, no. 5, pp. 126-133, 2013.
32. Yang Cao, Tao Jiang, Chonggang Wang and Lei Zhang, “CRAC: Cognitive radio assisted cooperation for downlink transmissions in OFDMA-based cellular networks,” IEEE Journal on Selected Areas in Communications (JSAC), vol. 30, no. 9, pp. 1614-1622, 2012.
33. Yang Cao, Tao Jiang and Qian Zhang, “Reducing electricity cost of smart appliances via energy buffering framework in smart grid,” IEEE Transactions on Parallel and Distributed Systems, vol. 23, no. 9, pp. 1572-1582, 2012.
34. Yang Cao, Daiming Qu and Tao Jiang, “Throughput maximization in cognitive radio system with transmission probability scheduling and traffic pattern prediction,”ACM/springer mobile networks and applications (MONET) , vol. 17, no. 5, pp. 604-617, 2012.
Conference Papers
1. Yang Cao, Disheng Wu, Yulong Chen, and Wei Wang, “Joint Scheduling of Spectrum and Storage Resources for Content Distribution in Space-Ground Integrated Information Network,” SINC-CCIS, 2021.
2. Junfeng Lyu, Yulong Chen, Yang Cao, “NDN-Based Multimedia Content Distribution in Space-Ground Integration Network,”IEEE ICCC , 2018.
3. Yang Cao, Yulong Chen, “QoE-Based Node Selection Strategy for Edge Computing Enabled Internet-of-Vehicles (EC-IoV),” IEEE VCIP, 2017.
4. Hao Zhu, Yang Cao, Boxi Liu, and Tao Jiang, “Energy-aware incentive mechanism for content sharing through device-to-device communications,” IEEE GLOBECOM, 2016.
5. Boxi Liu, Yang Cao, Wei Wang and Tao Jiang, “Energy budget aware device-to-device cooperation for mobile videos,” IEEE GLOBECOM, 2015.
6. Zhuo Chen, Hongyi Zhao, Yang Cao and Tao Jiang, “Load balancing for D2D-based relay communications in heterogeneous network,” International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), 2015.
7. Yang Cao, Xu Chen, Tao Jiang, and Junshan Zhang, “SoCast: social ties based cooperative video multicast,” IEEE INFOCOM, 2014.
8. Liang Yu, Tao Jiang, Yang Cao, and Jingkai Wu, “Risk-constrained operation for Internet data centers under smart grid environment,” IEEE WCSP, 2013.
9. Yang Cao, Miao He, Zhiqiang Wang, Tao Jiang, Junshan Zhang, “Multiple resource expansion planning in smart grids with high penetration of renewable generation,”IEEE SmartGridCom, 2012.
10. Lei Zhang, Tao Jiang, Junyang Shen, Zhiqiang Wang, and Yang Cao, “Proportional fair scheduling based on primary user traffic patterns for spectrum sensing in cognitive radio networks,” ICCC, 2012.
11. Shiyong Yang, Tao Jiang, and Yang Cao, “Capacity region of Gaussian cognitive broadcast channel in low-interference-gain regime,” ICCC, 2012.
12. Liang Yu, Tao Jiang, Yang Cao, Shiyong Yang, Zhiqiang Wang, “Risk management in Internet data center operations under smart grid environment,” IEEE SmartGridCom, 2012.
13. Yang Cao, Shiyong Yang, Tao Jiang and Daiming Qu, “Performance optimization for cyber foraging network via dynamic spectrum allocation,” IEEE INFOCOM Cloud Computing Workshop, 2011.
14. Liang Yu, Tao Jiang, Peng Guo, Yang Cao and Daiming Qu, “Improving achievable traffic load of secondary users under GoS constraints in cognitive wireless networks,” IEEE GLOBECOM, 2011.
15. Yang Cao, Daiming Qu, Guohui Zhong and Tao Jiang, “Throughput maximization for opportunistic spectrum access via transmission probability scheduling scheme,” CHINACOM, 2010. (Best Paper Award).
16. Rui Min, Daiming Qu, Yang Cao and Guohui Zhong, “Interference avoidance based on multi-step-ahead prediction for cognitive radio,”IEEE ICCS, 2008.
