期刊
IEEE NETWORK
卷 33, 期 3, 页码 10-17出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/MNET.2019.1800376
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资金
- National Key Research and Development Program of China [2016YFB080800105]
- European Union's Horizon 2020 research and innovation programme under the Marie Skodowska-Curie [824019]
- Research Council of Norway [240079/F20]
- 111 project [1314039]
- National Natural Science Foundation of China [61661015]
- study abroad program for graduate student of Guilin University of Electronic Technology
- [18H86301ZT00100303]
Blockchain and AI are promising techniques for next-generation wireless networks. Blockchain can establish a secure and decentralized resource sharing environment. Al can be explored to solve problems with uncertain, time-variant, and complex features. Both of these techniques have recently seen a surge in interest. The integration of these two techniques can further enhance the performance of wireless networks. In this article, we first propose a secure and intelligent architecture for next-generation wireless networks by integrating AI and blockchain into wireless networks to enable flexible and secure resource sharing. Then we propose a blockchain empowered content caching problem to maximize system utility, and develop a new caching scheme by utilizing deep reinforcement learning. Numerical results demonstrate the effectiveness of the proposed scheme.
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