基本信息

秦飞 男  电子与通信工程学院
电子邮件:fqin1982 at ucas.ac.cn
通信地址:学园2-363
邮政编码:


I am currently recuriting Master students on the area of Distritbuted Reinforcement Learning for wireless network this year, please drop me an email with your detail infomation if interested.

部门/实验室:电子电气与通信工程学院

个人信息

现任中国科学院大学,电子电气与通信工程学院副教授。于2012年获得英国伦敦大学学院(UCL)博士学位,2006年获得北京理工大学硕士学位,2004年获得华中科技大学学士学位。在赴英国攻读博士学位前曾于美国crossbow科技公司北京代表处服务,任职产品经理,负责无线传感器网络产品线在亚洲地区推广工作。

目前主要研究方向为无线网络与信息系统联合优化,针对无线网络搭载的计算机视觉、工业控制、雷达声纳等信息系统,以端到端延时为耦合参量,将网络子系统与信息子系统进行联立建模优化,进而提升全局系统的性能与可部署性,促进相关产业发展。


现阶段的主要方法论为依托分布式机器学习,基于局部观测信息进行全局最优化决策。


其他研究兴趣包括:
* underwater mesh networks,
* underground sensor networks, 
* UWB based location system, 

教育背景

2008-10--2012-02 伦敦大学学院University College London Ph.D
2004-09--2006-06 北京理工大学 硕士
2000-09--2004-06 华中科技大学 学士

工作经历

2006-07--2008-08 美国crossbow科技公司北京代表处 产品经理

Crossbow作为最早研发无线传感器网络的科技公司,在学术,科研,军事等领域长期持续的进行投入与推广工作。作为FAE工程师,与亚洲区域客户密切合作,确保NRE项目按时顺利交付,并成功运营。其后获提升为产品经理,负责公司WSN产品线在亚洲地区的推广事宜。

教授课程

   
春季学期

系统仿真

信号与系统

秋季学期

嵌入式系统

科研活动

​三维多径场景的时间合成法空口模拟装置,中国科学院科研仪器设备研制项目


基于多载波复用水下移动网络的多用户共存技术研究,中国科学院水下航行器重点实验室开放课题


基于动态观测器的无线传感网链路质量估计系统研究,自然科学基金青年基金


传感网组网QoS保障及传输性能测试,科技部重大专项南水北调安全专项


应用分布式Machine learning的无线传感器网络路由算法研究,中国科学院无线传感网与通信重点实验室开放课题


JRP51 MORSE Metrology for optical and RF communication systems, No 912/2009/EC,European Metrology Research Program, NPL 英国国家物理实验室

恶劣电磁环境下的无线传感器网络性能提升技术研究 通信与信息系统研究组, 伦敦大学


Compact 电调智能天线应用架构及其测试系统,英国国家物理实验室(NPL)


2012伦敦奥运会自行车馆的建筑健康质量监测系统网络架构设计,英国Sensive公司


科研项目
   
参与会议
   

发表论文

   
Selected Publications

1. Qiwei Zhang, Tian Hong Loh, Wuxiong Zhang, Yang Yang, Fei Qin, Proof of Concept Experiment for Single Probe  MIMO OTA Measurement System, 12th European Conference on Antennas and Propagation (EuCAP), (accepted),2019

2. Yang Liu, Wuxiong Zhang, Yang Yang, Weidong Fang, Fei Qin, Xuewu Dai, PAMT: Phase-based Acoustic Motion Tracking in Multipath Fading Environments, International Conference on Computer Communications(INFOCOM),  (accepted),2019

3. Yang Yang, Yang Li, Wuxiong, Zhang, Fei Qin, Pengcheng Zhu, Chengxiang Wang, Generative Adversarial Network-based Wireless Channel Modelling: Challenges and Opportunities, IEEE Communications Magazine,  (accepted),2019

4. F. Qin, Q. Zhang, W. Zhang, Y. Yang, J. Ding, X, Dai, “Link Quality Estimation in Industrial Temporal Fading Channel with Augmented Kalman Filter”, in IEEE Transactions on Industrial Informatics(TII), (accepted),2018

5. Guobao Lu, Qilong Zhang, Xin Zhang, Fei Shen, Fei Qin, CNN Based Rician K Factor Estimation For Non-Stationary Industrial Fading Channel, IEEE Global Conference on Signal and Information Processing (GlobalSIP),2018

6. P. Wei, F. Qin, F. Wan, Y. Zhu, J. Jiao and Q. Ye, "Correlated Topic Vector for Scene Classification," in IEEE Transactions on Image Processing(TIP), vol. 26, no. 7, pp. 3221-3234, 2017

7. Mengnan Shi , Fei Qin, Qixiang Ye,Zhenjun Han,Jianbin Jiao,"A Scalable Convolutional Neural Network For Task-Specified Scenarios Via Knowledge Distillation",IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),New Orleans,2017

8. Tian Hong Loh,Chong Li,Haowen Wan,Fei Qin, "A Software-Defined-Radio Platform For Multiple-Input-Multiple-Output Over-The-Air Measurement",10th European Conference on Antennas and Propagation (EuCAP),Davos,2016

9. Chong Li,Tian Hong Loh,David Humphreys,Guisong Yun,Haowen Wang,Fei Qin,"A LTE MIMO OTA Test System Using Vector Signal Transceivers", 25th of the European Conference on Networks and Communications (EuCNC),Athens,2016

10. XUEWU DAI, FEI QIN,Zhiwei Gao,Kewen Pan," Model-based on-line sensor fault detection in Wireless Sensor Actuator Networks",13th International Conference On Industrial Informatics, (INDIN),Cambridge,2015

11. Zhang, Wuxiong,Zhang, Tingting,Yang, Yang,Qian, Hua,Sun Yiqing,Fei Qin,"Traffic Flow Modeling and Limitation on the Coexistence of WAVE and WLAN",IEEE International Conference on Communications (ICC),London,2015

12.T. H. Loh, Ke Liu, Fei Qin, Haitao Liu, "Adaptive routing in wireless sensor network using smart antennas", IET Wireless Sensor Systems, Vol. 4, Issue 4, 2014

13. Y Chen, Fei Qin, Y Xing, D Buranapanichkit, "Cross-Layer Optimization Scheme Using Cooperative Diversity for Reliable Data Transfer in Wireless Sensor Networks", International Journal of Distributed Sensor Network,Vol.2014, Article ID 714090, 2014.

14. Fei Qin, John E. Mitchell, "AS-MAC: Utilising the Adaptive Spreading Code Length for the MAC protocol design of WSNs", ACM Transaction on Sensor Networks(TOSN), Vol.10, Issue 1, 2013. 

15. Fei Qin, Xuewu Dai, and John E. Mitchell, "Effective-SNR Estimation for Wireless Sensor Network Using Kalman Filter", Ad Hoc Networks, Vol.11, Issue 3, 2013.

16. H. Liu, S. Gao, T. H. Loh, F. Qin, Low-Cost Intelligent Antenna with Low Profile and Broad Bandwidth”, IET Microwaves, Antennas & Propagation, Vol.7, Issue 5, 2013

17. Chi-Kin Chau, Fei Qin, Sayed Samir, Muhammad Husni Wahab, and Yang Yang, "Harnessing Battery Recovery Effect in Sensor Networks", IEEE Journal on Selected Areas in Communications (JSAC), Vol. 28, No. 7, 2010