Faculty Directory
Dongning Guo

Professor of Electrical and Computer Engineering and (by courtesy) Computer Science

Contact

2145 Sheridan Road
Tech Room L393
Evanston, IL 60208-3109

847-491-3056Email Dongning Guo

Website

Dongning Guo's Homepage

Communications and Networking Laboratory


Departments

Electrical and Computer Engineering


Download CV

Education

Ph.D. Electrical Engineering, Princeton University, Princeton, NJ

M.A. Electrical Engineering, Princeton University, Princeton, NJ

M.Eng. Electrical Engineering, National University of Singapore, Singapore

B.Eng. Electrical Engineering & Information Science, University of Science & Technology of China, Hefei, China


Research Interests

My research interests lie in blockchain technologies, wireless communications, information theory, communication networks, and machine learning. My current projects concern blockchain analysis and design, next generation cellular networks, the Internet of Things, and applications of deep learning in wireless networks.


Selected Publications

  • Sinan Nasir, Yasar; Guo, Dongning, Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks, IEEE Computer Society:398-402.
  • Ren, Jinke; He, Yinghui; Wen, Dingzhu; Yu, Guanding; Huang, Kaibin; Guo, Dongning, Scheduling for Cellular Federated Edge Learning with Importance and Channel Awareness, IEEE Transactions on Wireless Communications 19(11):7690-7703.
  • Ren, Jinke; He, Yinghui; Wen, Dingzhu; Yu, Guanding; Huang, Kaibin; Guo, Dongning, Importance- And Channel-Aware Scheduling in Cellular Federated Edge Learning, IEEE Computer Society:294-298.
  • Miao, Xiaqing; Guo, Dongning; Li, Xiangming, Grant-Free NOMA with Device Activity Learning Using Long Short-Term Memory, IEEE Wireless Communications Letters 9(7):981-984.
  • Li, Jing; Guo, Dongning, Liveness and Consistency of Bitcoin and Prism Blockchains, Institute of Electrical and Electronics Engineers Inc..
  • Rasekh, Maryam Eslami; Guo, Dongning; Madhow, Upamanyu, Joint Routing and Resource Allocation for Millimeter Wave Picocellular Backhaul, IEEE Transactions on Wireless Communications 19(2):783-794.
  • Zhou, Hao; Guo, Dongning; Honig, Michael L., Beam Acquisition and Training in Millimeter Wave Networks with Narrowband Pilots, IEEE Journal on Selected Areas in Communications 37(12):2759-2771.
  • Nasir, Yasar Sinan; Guo, Dongning, Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks, IEEE Journal on Selected Areas in Communications 37(10):2239-2250.