戚凯强,河北唐山人,2015年6月于北京航空航天大学电子信息工程学院获学士学位。同年9月免试进入北航电子信息工程学院攻读博士学位。主要研究方向为基于机器学习的无线边缘缓存与移动性管理。
Kaiqiang Qi recieved his B. Eng degree in School of Electronics and Information Engineering from Beihang University (BUAA), Beijing, China in 2015. He is now pursuing PhD. degree in School of Electronics and Information Engineering from BUAA. His current research interests lie in the machine learning-based wireless edge caching and mobility management.
Kaiqiang Qi, Tingting Liu and Chenyang Yang, et al., "Dual Connectivity-Aided Proactive Handover and Resource Reservation for Mobile Users," submitted, 2021.
Shengqian Han, Xiaofeng Tan, Kaiqiang Qi, Chenyang Yang, et al., "Rethinking the Gain of Multicasting and Proactive Caching for VoD Service," IEEE Wireless Commun., vol. 27, no. 5, pp. 133-139, Oct. 2020.
Kaiqiang Qi, Shengqian Han and Chenyang Yang, "Learning a Hybrid Proactive and Reactive Caching Policy in Wireless Edge Under Dynamic Popularity," IEEE Access, vol. 7, pp. 120788-120801, 2019.
戚凯强,杨晨阳,韩圣千. 基于实测数据集预测用户请求行为对主动边缘缓存的影响[J], 信号处理, 2019, 35(4): 531-541.
戚凯强,陈彬强,杨晨阳. 内容流行分布动态性对基站端缓存性能的影响[J], 信号处理, 2017, 33(3): 104-113.
Kaiqiang Qi, Tingting Liu and Chenyang Yang, "Federated Learning Based Proactive Handover in Millimeter-wave Vehicular Networks," IEEE ICSP, 2020.
Kaiqiang Qi, and Chenyang Yang, "Popularity Prediction with Federated Learning for Proactive Caching at Wireless Edge," IEEE WCNC, 2020.
Pengyu Cong, Kaiqiang Qi, and Chenyang Yang, "Impact of Prediction Uncertainty of Popularity Distribution on Proactive Caching," IEEE ICCC, 2019.
Kaiqiang Qi, Binqiang Chen, Chenyang Yang, and Shengqian Han, "Optimizing Caching and Recommendation Towards User Satisfaction," IEEE WCSP, 2018.
Kaiqiang Qi, Shengqian Han, and Chenyang Yang, "Dynamic Popularity Driven Caching Optimization at Base Station," IEEE PIMRC, 2017.
Jinyi Huang, Kaiqiang Qi, Zhikun Xu, and Chenyang Yang, "Hybrid Full and Half Duplex Networking," IEEE ICCC, 2016.