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2-365
邮政编码:


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。


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


教授课程

   
春季学期

系统仿真


秋季学期

嵌入式系统

科研活动

海上多波段云雾观测设备研制及示范应用,国家重点研发计划重大自然灾害防控与公共安全

机理建模数据驱动的工业无线网络延时分布控制方法研究,国家自然科学基金

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,国家自然科学基金

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

发表论文

   
Selected Publications

[1]    W. Qi, T. H. Loh, W. Zhang, Y. Chen, Y. Yang, F. Qin, " An Optimized IIR based Channel Emulator Design for Industrial Multipath-Rich Fading Channel", in IEEE Transactions on Wireless Communications (TWC), (in reviewing)

[2]    A. Xia, X. Dai, G. Shan, W. Zhang, Y. Yang, F. Qin, " Adaptive GMM for Rician Parameters Estimation in Industrial Temporal Fading Channel", in IEEE Transactions on Industrial Informatics (TII), (in reviewing)

[3]    Q. Zhang, T. H. Loh, W. Zhang, Y. Yang, F. Qin, " A New Evaluation Framework for the Performance of Spatial Correlation in MIMO OTA Testing", in IEEE Transactions on Wireless Communications (TWC), (in reviewing)

[4]    F. Qin, Y. Xiao, X. Sun, X. Dai, W. Zhang, F. Shen, "Inverse-GMM: A Latency Distribution Shaping Method for Industrial Cooperative Deep Learning Systems", in IEEE Journal on Selected Areas in Communications (JSAC), (accepted)

[5]    Z. Zhang, X. Dai, G. Shan, G. Li, X. Li, X. Liu, F. Qin, " A Low Cost UV-IR Dual Wavelength Optical Sensor with Chirp Modulation for In-Situ Chemical Oxygen Demand Measurements", in Sensors and Actuators B: Chemical, (accepted)

[6]    S. Wang, S. Gao, F. Qin and W. Yang, "A Decomposition-Based Analysis of Wireless Multipath Channel with Full-Wave Simulation," in IEEE Antennas and Wireless Propagation Letters, vol. 21, no. 8, pp. 1615-1619, Aug. 2022

[7]    F. Liu, X. Dai, M. Jin, W. Zhang, Y. Yang, F. Qin, "TACAN: the Shaping of Delay Distribution under Multi-path Fading Channel for Industrial IoT Systems", in IEEE Internet of Things Journal,2022, DOI:10.1109/JIOT.2022.3153515

[8]    Q. Zhang, T. H. Loh, W. Zhang, Y. Yang, F. Qin, "A Low-cost and Efficient Single Probe based MIMO OTA Measurement Method", in IEEE Transactions on Instrumentation and Measurement, Vol.71, 2022,

[9]    G. Lu, W. Zhang, Y. Yang, X. Dai, F. Qin, "Non-data Aided Rician Parameters Estimation with Redundant GMM for Adaptive Modulation in Industrial Fading Channel", in IEEE Transactions on Industrial Informatics (TII), Vol.16 Issue 4, 2022

[10] Q. Zhang, T. H. Loh, Z. Huang, F. Qin “An investigation into the effects of spatial correlation error on 5G MIMO OTA testing using single-probe anechoic chamber method”, in 16th European Conference on Antennas and Propagation (EuCAP), Madrid, 2022

[11] J. Wei, F. Qin, G. Li, X. Li, X. Liu, X. Dai, "Chirp modulation enabled turbidity measurement for large scale monitoring of fresh water", in Measurement, Vol.184, 2021

[12] Y. Li, F. Qin, X. Wang, X. Lu, Z. Chu, “Feed-forward Timing Estimation for Burst Signals in Non-cooperative Communication", in IET Communications, Vol.14 Issue 17, 2871-2877,2020

[13] Q. Zhang, G. Lu, W. Zhang, F. Shen, J. Jiao, F. Qin, “Non-Data Aided Rician Parameters Estimation in Temporal Fading Channel With 3 DoFs Gaussian Mixture Model", in IEEE Access, 2019

[14] Y. Liu, W. Zhang, Y. Yang, W. Fang, F. Qin, X. Dai, “RAMTEL: Robust Acoustic Motion Tracking Using Extreme Learning Machine for Smart Cities", in IEEE Internet of Things Journal, Vol. 6, Issue 5, 2019

[15] Q. Zhang, T. H. Loh, W. Zhang, Y. Yang, F. Qin, “Proof of Concept Experiment for Single Probe MIMO OTA Measurement System", in 12th European Conference on Antennas and Propagation (EuCAP), Krakow, 2019

[16] Y. Liu, W. Zhang, Y. Yang, W. Fang, F. Qin, X. Dai, “PAMT: Phase-based Acoustic Motion Tracking in Multipath Fading Environments", in International Conference on Computer Communications (INFOCOM), Paris, 2019

[17] Y. Yang, Y. Li, W., Zhang, F. Qin, P. Zhu, C. Wang, “Generative Adversarial Network-based Wireless Channel Modelling: Challenges and Opportunities", in IEEE Communications Magazine, Vol. 57, Issue 3, 2019

[18] 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), Vol. 15, Issue 4, 2019

[19] G. Lu, Q. Zhang, X. Zhang, F. Shen, F. Qin, CNN Based Rician K Factor Estimation for Non-Stationary Industrial Fading Channel", in IEEE Global Conference on Signal and Information Processing (GlobalSIP), Anaheim ,2018

[20] 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

[21] M. Shi , F. Qin, Q. Ye , Z. Han , J. Jiao , "A Scalable Convolutional Neural Network for Task-Specified Scenarios via Knowledge Distillation", in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)New Orleans2017

[22] T. H. Loh , C. Li , H. Wan , F. Qin , "A Software-Defined-Radio Platform for Multiple-Input-Multiple-Output Over-The-Air Measurement", in 10th European Conference on Antennas and Propagation (EuCAP) , Davos2016

[23] T. H. Loh, K. Liu, F. Qin, H. Liu, "Adaptive routing in wireless sensor network using smart antennas", in IET Wireless Sensor Systems, Vol. 4, Issue 4, 2014

[24] F. Qin, J. E. Mitchell, "AS-MAC: Utilising the Adaptive Spreading Code Length for the MAC protocol design of WSNs", in ACM Transaction on Sensor Networks (TOSN), Vol.10, Issue 1, 2013

[25] F. Qin, X. Dai, and J. E. Mitchell, "Effective-SNR Estimation for Wireless Sensor Network Using Kalman Filter", in Ad Hoc Networks, Vol.11, Issue 3, 2013

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

[27] C.K Chau, F. Qin, S. Samir, M. H. Wahab, Y. Yang, "Harnessing Battery Recovery Effect in Sensor Networks", in IEEE Journal on Selected Areas in Communications (JSAC), Vol. 28, No. 7, 2010