基本信息:
顾一帆,博士,永利集团助理教授,特聘副研究员。初中、高中就读于深圳中学理科超长班。在2015年于澳大利亚悉尼大学获得学士学位,被授予“校级奖章”,为毕业生最高荣誉,同年取得大连理工大学学士学位;2019年于澳大利亚悉尼大学获得博士学位,期间取得IPRS全额职工奖学金;2019年7月至2021年12月,在悉尼大学永利集团从事博士后研究工作。2021年12月至2022年5月在深圳鹏城实验室担任助理研究员。2022年5月至今于永利集团任教。主要研究方向为无线资源管控、实时感知通信、通信网络数字孪生、工业物联网等。发表期刊论文8篇(其中IEEE会刊6篇,均为第一作者),并在 国际知名学术会议上发表论文10余篇,谷歌学术他引500余次,h指数为11,主持国家自然科学基金项目1项。
联系方式:
E-mail: yifan.gu@szu.edu.cn
办公室:致信楼N302
教育背景:
2015-07 至 2019-04, 悉尼大学(The University of Sydney), 信息与通信工程, 博士
2012-03 至 2014-12, 悉尼大学(The University of Sydney), 电气工程, 学士
2009-09 至 2012-03, 大连理工大学, 计算机, 学士
工作经历:
2022-05 至今, 永利集团, 永利集团, 助理教授,特聘副研究员
2021-12 至 2022-05, 鹏城实验室, 先进通信环境创新研究所, 助理研究员
2019-07 至 2021-12, 悉尼大学 (The University of Sydney),永利集团,博士后
2019-04 至 2019-07, 悉尼大学(The University of Sydney), 永利集团, 科研助理与工业界联络员
2014-12 至 2015-07, 悉尼大学(The University of Sydney), 永利集团, 助理研究员
科研项目:
1. 国家自然科学基金青年基金项目,"面向大规模动态实时感知网络的高效分布式资源管控研究",2023/01-2025/12,在研,主持,30万元;
2. 永利集团青年教师科研启动基金,"基于空中聚合的低信令开销分布式消息传递神经网络算法研究",2022/09-2022/12,在研,主持,5万元。
研究方向:
1. 无线资源管控。围绕高可靠低时延通信的苛刻性能需求、无线设备难以获取充分网络状态观测信息的痛点、动态网络中算法收敛缓慢的难题,从高效观测方法、优化问题降维、高收敛性算法设计等角度进行创新,并在实践平台上检验。
2. 实时感知通信。实时感知数据的价值高度取决于信息新鲜度,围绕现有通信机制难以保障信息新鲜度的难题,从基于信息年龄的性能度量方法、性能分析优化、通信机制设计、实践平台验证等方面进行研究。
3. 通信网络数字孪生。围绕现有理论研究没有充分考虑实际无线设备射频特性、造成理论与实际性能偏差较大的制约因素,从无线设备数字孪生建模、采样与同步技术、基于数字孪生的通信算法设计等方面进行研究。
研究成果:
[J1] Yifan Gu, H. Chen, Y. Zhou, Y. Li and B. Vucetic, “Timely Status Update in Internet of Things Monitoring Systems: An Age-Energy Tradeoff,” IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5324-5335, Feb. 2019. (中科院一区,IF 9.936)
[J2] Yifan Gu, H. Chen, C. Zhai, Y. Li and B. Vucetic, "Minimizing Age of Information in Cognitive Radio-Based IoT Systems: Underlay or Overlay?," IEEE Internet of Things Journal, vol. 6, no. 6, pp. 10273-10288, Dec. 2019. (中科院一区,IF 9.936)
[J3] Yifan Gu, Q. Wang, H. Chen, Y. Li and B. Vucetic, "Optimizing Information Freshness in Two-Hop Status Update Systems under a Resource Constraint?," IEEE Journal on Selected Areas in Communications, vol. 39, no. 5, pp. 1380-1392, May 2021.(中科院一区,IF 9.144,引用量5)
[J4] Yifan Gu, H. Chen, Y. Li and B. Vucetic, “Ultra-Reliable Short-Packet Communications: Half-Duplex or Full-Duplex Relaying?,” IEEE Wireless Communications Letters, vol. 7, no. 3, pp. 348-351, June 2018. (中科院二区,IF 3.096)
[J5] Yifan Gu, H. Chen, Y. Li, L. Song and B. Vucetic, “Short-Packet Two-Way Amplify-and-Forward Relaying,” IEEE Signal Processing Letters, vol. 25, no. 2, pp. 263-267, Feb. 2018. (中科院三区,IF 2.813)
[J6] Yifan Gu, H. Chen, Y. Li, et al., “Distributed Multi-Relay Selection in Accumulate-Then-Forward Energy Harvesting Relay Networks,” IEEE Transactions on Green Communications and Networking, vol. 2, no. 1, pp. 74-86, March 2018.
[J7] Q. Wang, H. Chen, Yifan Gu, Y. Li and B. Vucetic, "Minimizing the Age of Information of Cognitive Radio-Based IoT Systems Under a Collision Constraint," IEEE Transactions on Wireless Communications, vol. 19, no. 12, pp. 8054-8067, Dec. 2020. (中科院二区,IF 7.016)
[J8] L. Zhang, Yifan Gu, et al., “Enabling Real-Time Quality-of-Service and Fine-Grained Aggregation for Wireless TSN,” Sensors, vol. 22, no. 10, p. 3901, May 2022.
[C1] Yifan Gu, H. Chen, Y. Li and B. Vucetic, “An adaptive transmission protocol for wireless-powered cooperative communications,” in Proc. IEEE International Conference on Communications (ICC), London, 2015.
[C2] Yifan Gu, H. Chen, Y. Li and B. Vucetic, “A Discrete Time-Switching Protocol for Wireless-Powered Communications with Energy Accumulation,” in Proc. IEEE Global Communications Conference (GLOBECOM), San Diego, CA, 2015.
[C3] Yifan Gu, H. Chen, Y. Li and B. Vucetic, “Exploiting energy accumulation against co-channel interference in wireless energy Harvesting MIMO relaying,” in Proc. 19th International Symposium on Wireless Personal Multimedia Communications (WPMC), Shenzhen, 2016.
[C4] Yifan Gu, H. Chen, Y. Li and B. Vucetic, “Distributed multi-relay selection in wireless-powered cooperative networks with energy accumulation,” in Proc. IEEE International Conference on Communications (ICC), Kuala Lumpur, 2016.
[C5] Yifan Gu, H. Chen, Y. Li and B. Vucetic, “Wireless-Powered Two-Way Relaying with Power Splitting- Based Energy Accumulation,” in Proc. IEEE Global Communications Conference (GLOBECOM), Washington, DC, 2016.
[C6] Yifan Gu, H. Chen, Y. Li and B. Vucetic, “Multiuser MIMO Short-Packet Communications: Time-Sharing or Zero-Forcing Beamforming?,” in Proc. IEEE International Conference on Communications (ICC), Kansas City, MO, 2018.
[C7] H. Chen, Yifan Gu, Y. Li, B. Vucetic and Y. Peng, “Throughput analysis of wireless-powered communications with energy beamforming and adaptive time switching,” in Proc. 9th International Conference on Signal Processing and Communication Systems (ICSPCS), Cairns, QLD, 2015.
[C8] Z. Li, H. Chen, Yifan Gu, Y. Li and B. Vucetic, “Accumulate then forward: An opportunistic relaying protocol for wireless-powered cooperative communications,” in Proc. 24th European Signal Processing Conference (EUSIPCO), Budapest, 2016.
[C9] Z. Han, J. Liang, Yifan Gu and H. Chen, "Software-Defined Radio Implementation of Age-of-Information-Oriented Random Access," in Proc. IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics Society, Singapore, 2020.
[C10] H. Chen, Yifan Gu and S. -C. Liew, "Age-of-Information Dependent Random Access for Massive IoT Networks," IEEE INFOCOM - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada, 2020.
[C11] R. Wang, Yifan Gu, H. Chen, Y. Li and B. Vucetic, "On the Age of Information of Short-Packet Communications with Packet Management," in Proc. 2019 IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019.
[C12] V. Onasis, A. Kosasih, Yifan Gu, et al., "Improving The Minstrel Rate Adaptation Algorithm using Shallow Neural Networks in IEEE 802.11ah," in Proc. 2022 IEEE Wireless Communications and Networking Conference (WCNC), 2022.
[C13] H. Yu, Z. Hou, Yifan Gu, et al., "Distributed Signal Strength Prediction using Satellite Map empowered by Deep Vision Transformer," in Proc. 2021 IEEE Globecom Workshops (GC Wkshps), 2021.