Xucheng Zhu, Yuhua Xu, Xin Liu, Yuli Zhang, Youming Sun, Vol. 13, No. 2, February 27, 2019
10.3837/tiis.2019.02.002

• Hypergraph interference model
• Ultra-dense small cell network
• Centralized-distributed cloud learning framework
• Heterogeneous demand

Yuli Zhang, Yuhua Xu, Qihui Wu, Vol. 11, No. 12, December 30, 2017
10.3837/tiis.2017.12.008

• opportunistic spectrum access
• directional graphical game
• dynamic users
• asymmetric interference relationship
• stochastic learning approach

Yuli Zhang, Yuhua Xu, Qihui Wu, Alagan Anpalagan, Vol. 8, No. 8, August 28, 2014
10.3837/tiis.2014.08.006

• cognitive radio
• opportunistic spectrum access
• distributed channel selection
• global optimization
• Heterogeneous