146 citations · 641 across the 84 of their papers we have counts for
7 papers · 1 filter
Brain-Inspired Stigmergy Learning
Xing Hsu, Zhifeng Zhao, Rongpeng Li +1
Stigmergy has proved its great superiority in terms of distributed control, robustness and adaptability, thus being regarded as an ideal solution for large-scale swarm control prob…
Deep Learning with Long Short-Term Memory for Time Series Prediction
Yuxiu Hua, Zhifeng Zhao, Rongpeng Li +3
Time series prediction can be generalized as a process that extracts useful information from historical records and then determines future values. Learning long-range dependencies…
Fundamentals on Base Stations in Cellular Networks: From the Perspective of Algebraic Topology
Ying Chen, Rongpeng Li, Zhifeng Zhao +1
In recent decades, the deployments of cellular networks have been going through an unprecedented expansion. In this regard, it is beneficial to acquire profound knowledge of cellul…
Study on Base Station Topology in Cellular Networks: Take Advantage of Alpha Shapes, Betti Numbers, and Euler Characteristics
Ying Chen, Rongpeng Li, Zhifeng Zhao +1
Faced with the ever-increasing trend of the cellular network scale, how to quantitatively evaluate the effectiveness of the large-scale deployment of base stations (BSs) has become…
AI-based Two-Stage Intrusion Detection for Software Defined IoT Networks
Jiaqi Li, Zhifeng Zhao, Rongpeng Li +1
Software Defined Internet of Things (SD-IoT) Networks profits from centralized management and interactive resource sharing which enhances the efficiency and scalability of IoT appl…
Deep Reinforcement Learning for Resource Management in Network Slicing
Rongpeng Li, Zhifeng Zhao, Qi Sun +5
Network slicing is born as an emerging business to operators, by allowing them to sell the customized slices to various tenants at different prices. In order to provide better-perf…
Effect of Spatial and Temporal Traffic Statistics on the Performance of Wireless Networks
Gang Wang, Yi Zhong, Rongpeng Li +3
The traffic in wireless networks has become diverse and fluctuating both spatially and temporally due to the emergence of new wireless applications and the complexity of scenarios.…