Tao Jin

Tao Jin

Name: Tao Jin


Sex: Male

 

Department: Department of Automation

 

Title: Associate Professor

 

Education: PhD

 

Major: Control Science and Engineering

 

Email: taoj@nankai.edu.cn



Personal profile
Achievements
Writing papers
Lecture course
Social Appointments

[Education and Work Experience]

Introduction

Tao Jin is an associate professor in the College of Artificial Intelligence, Nankai University. His main research fields are complex system dynamics and control, unmanned systems, and machine learning.

 

He received his Ph.D. degree from Nankai University in 2017 and did postdoctoral research at Aalto University in Finland from 2017 to 2021. He was a postdoctoral researcher at Aalto University in Finland and a postdoctoral fellow at Peking University Boya (supervisor: Professor Xie Guangming). He won Excellent Doctoral Dissertation of Tianjin, Postdoctoral Research Fellow of the Academy of Finland, Excellent Doctoral Dissertation of Nankai University, Excellent Graduates of Nankai University, Zhou Enlai Scholarship, National Scholarship, etc.

 

 

Dr. Tao Jin was engaged in research on complex system dynamics and control during his doctoral degree in the School of Computer and Control Engineering (now School of Artificial Intelligence), Nankai University, and won the 2018 Nankai University Excellent Doctoral Thesis (selection rate <3%) and Excellent doctoral dissertation of 2017-2019 in Tianjin (selection rate <1%). He has been engaged in postdoctoral research at Aalto University in Finland since August 2017 and was funded by the Postdoctoral researcher Fund of the Academy of Finland in September 2018. The funding period is three years, and the funding amount is 367,000 Euros, which is approximately RMB 3 million. The Postdoctoral researcher Fund of the Academy of Finland is similar to the Marie Curie funding of the European Union. Tao Jin independently conducts research as a PI, and the general funding rate is about 10%. Dr. Tao Jin is a member of IEEE, the Chinese Institute of Electronics, and the Chinese Simulation Society. In addition, Dr. Tao Jin is an independent reviewer of more than 20 well-known international journals and conferences and has completed more than 200 paper reviews in total. He also served as the co-chair of the Active Disturbance Control forum of the 14th and 15th IEEE/ASME International Conference on Mechatronic and Embedded System and Applications and the financial chairman of the 4th International Conference on Manipulation, Automation and Robotics at Small Scales.

 

Dr. Tao Jin has published more than 50 SCI/EI indexed peer-reviewed papers (29 as the first\corresponding author) and five patents in international journals and conferences in the past 5 years, including 33 international journal papers Articles (18 papers in the first area of JCR), published journals including IEEE/ASME Transactions on Mechatronics, IEEE Transactions Aerospace and Electrical Systems, ISA Transactions, Nonlinear Dynamics, Applied Mathematical Modelling, Aerospace Science and Technology, Control Theory and Application and Acta Aeronautica etc. In addition, Dr. Tao Jin won the Best Paper Award at the 13th International FLINS Conference.



[Projects,Award and Patent]

1. National Natural Science Foundation of China Project, 62003175, research on adaptive trajectory planning and anti-disturbance control of wind field of unmanned parafoil system, 2021/01-2023/12, 240,000 RMB, in research, PI

 

2. Sub-project of the National Key Research and Development Program, 2019YFC1510900, research on parafoil aircraft flight control technology, 2020/07-2022/12, 300,000 RMB, in research, PI

 

3. Postdoctoral Fund of the Finnish Academy of Sciences, 315660, Three-dimensional Acoustic Manipulation of Multiple Micro-objects, 2018/09-2021/08, 366,637 euros, completed, PI

 

4. China Postdoctoral Fund General Project, 2020M670045, research on adaptive trajectory planning and anti-disturbance control of unmanned parafoil system in wind farm environment, 2020/05-2020/12, 80,000 yuan, completed, PI

 

5. General Project of National Natural Science Foundation of China, 61573197, Optimization and analysis of typical control structure under the constraints of hypersonic flight body, 2015/01-2019.12, 650,000 yuan, completed, participate

 

6. General Project of National Natural Science Foundation of China, 61273138, research on the control method of parafoil autonomous homing and sparrow landing stage, 2013-01-2016-12, 800,000 yuan, completed, participate





[Publications and Books]

A) Peer-reviewed scientific articles    

l Peer-reviewed scientific journals    

[1] Xu, P., Li, W.X.,  Tao, J., Dehmer, M., Emmert-Streib, F., Xie, G.M., Xu, M.Y. and Zhou, Q. Distributed event-triggered circular formation control for multiple anonymous mobile robots with order preservation and obstacle avoidance, IEEE Access, 2020, 8: 167288 - 167299.    

[2] Dehmer, M., Emmert-Streib, F., Mowshowitz, A., Ilić, A., Chen, Z.Q., Yu, G.H., Feng, L.H., Ghorbani, M., Varmuza, K. and Tao, J. Relations and bounds for the zeros of graph polynomials using vertex orbits. Applied Mathematics and Computation, 2020, 380, 125239.    

[3] Sun, H., Sun, Q.L., Chen, Z.Q., Tao, J., Luo, S.Z, Zeng, X.Y., Teng, H.S. and Zhou, P. An optimalmultiphase homing methodology for powered parafoil systems. Optimal Control Applications and Methods, 2020, Published online, https://doi.org/10.1002/oca.2590.   

[4] Ghorbani, M., Dehmer, M., Cao, S.J., Feng, L.H., Tao, J. and Emmert-Streib, F. On the Zeros of the Partial Hosoya Polynomial of Graphs. Information Sciences, 2020, 524, 199-215.    

[5] Sun, H., Luo, S.Z., Sun, Q.L., Chen, Z.Q., Wu, W.N. and Tao, J. Trajectory optimization for parafoil delivery system considering complicated dynamic constraints in high-order model. Aerospace Science and Technology, 2020, 98, 105631.    

[6] Dehmer, M., Chen, Z.Q, Emmert-Streib, F., Mowshowitz, A., Varmuza, K., Feng, L.H., Jodlbauer, H., Shi, Y.T. and Tao, J.  The Orbit-Polynomial: A Novel Measure of Symmetry in Networks. IEEE Access, 2020, 8, 36100-36112.    

[7] Sun, H., Sun, Q.L., Wu, W.N., Chen, Z.Q. and Tao, J. Altitude control for flexible wing unmanned aerial vehicle based on active disturbance rejection control and feedforward compensation. International Journal of Robust and Nonlinear Control, 2020, 30(1), 222-245.    

[8] Gao, H.T., Xu, P., Tao, J., Huang, S.H. and Wang, R.G. and Zhou, Q.  Voltage Flicker Detection Based on Probability Resampling. Energies, 2020,13(13), 3350.    

[9]Xu, P., Xie, G.M., Tao, J., Xu, M.Y. and Zhou, Q. Observer-based event-triggered circle formation control for first-and second-order multiagent systems. Complexity, 2020, Article ID 4715315.    

[10] Gao, H.T., Tao, J., Dehmer, M., Emmert-Streib, F., Sun, Q.L., Chen, Z.Q., Xie, G.M. and Zhou, Q.  In-flight wind field identification and prediction of parafoil systems. Applied Sciences, 2020, 10(6), 1958.    

[11]Tao, J., Du, L., Dehmer, M., Wen, Y.Q., Xie, G.M. and Zhou, Q. Path following control for towing system of cylindrical drilling platform in presence of disturbances and uncertainties. ISA Transactions, 2019, 95, 185-193.    

[12] Xu, P., Zhao, H.F., Xie, G.M., Tao, J. and Xu, M. Y.  Pull-based distributed event-triggered circle formation control for multi-agent systems with directed topologies. Applied Sciences, 2019, 9(23), 4995.    

[13] Dehmer, M., Chen, Z.Q, Emmert-Streib, F.,Tripathi, S., Mowshowitz, A., Levitchi, A.,  Feng, L.H., Shi, Y.T. and Tao, J. Measuring the complexity of directed graphs: A polynomial-based approach. PLoS ONE, 2019, 14(11): e0223745.   

[14] Sun, H., Sun, Q.L., Wu, W.N., Luo, S.Z. and Tao, J. Flexible modelling and altitude control for powered parafoil system based on active disturbance rejection control. International Journal of Systems Science, 2019, 50(12), 2385-2408.   

[15] Ghorbani, M., Dehmer, M., Mowshowitz, A., Tao, J. and Emmert-Streib, F. The Hosoya entropy of graphs revisited. Symmetry, 2019, 11(8), 1013.    

[16]Tao, J., Dehmer, M., Xie, G.M. and Zhou, Q.  A generalized predictive control-based path following method for parafoil systems in wind environments. IEEE Access, 2019, 7, 42586-42595.    

[17] Sun, H., Sun, Q.L., Luo, S.Z., Chen, Z.Q., Wu, W.N., Tao, J. and He, YP In-flight compound homing methodology of parafoil delivery systems under multiple constraints. Aerospace Science and Technology, 2018, 79, 85-104.    

[18] Sun, H., Sun, Q.L., Tao, J., Luo, S.Z. and Chen, Z. Q. A hybrid control approach for powered parafoil combining active disturbance rejection control and unbalanced load compensation. Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, 2018, 232(3), 299-314.    

[19]Zhu, C., Tao, J., Pastor, G., Xiao, Y., Ji, Y.S., Zhou, Q., Li, Y. and Ylä-Jääski, A. Folo: Latency and quality optimized task allocation in vehicular fog computing. IEEE Internet of Things Journal, 2018, 6(3), 4150-4161.    

[20] Tao, J., Sun, Q.L., Chen, Z.Q. and He, Y.P.  LADRC-based trajectory tracking control for a parafoil system. Journal of Harbin Engineering University, 2018, 39(3), 510-516.    

[21]Tao, J., Sun, Q.L., Liang, W., Chen, Z.Q., and Dehmer, M. CFD based dynamic modeling of a parafoil system. Applied Mathematical Modelling, 2018, 54, 136-150.     

[22]Tao, J., Sun, QL, Sun, H., Chen, Z.Q., Dehmer, M. and Sun, MW Dynamic modeling and trajectory tracking control of parafoil system in wind environments. IEEE/ASME Transactions on Mechatronics, 2017, 22(6), 2736-2745.    

[23]Tao, J., Liang, W., Sun, Q.L., Tan, P.L., Luo, S.Z., Chen, Z.Q. and He, YP Modeling and control of a powered parafoil in wind and rain environments. IEEE Transactions on Aerospace and Electronic systems, 2017, 53(4): 1642 - 1659.   

[24] Tao, J., Sun, Q.L., Zhu, E.L., Chen, Z.Q. and He, YP Genetic algorithm based homing trajectory planning of parafoil system with constraints. Journal of Central South University (Science and Technology), 2017, 48(2): 404 - 410.    

[25] Tao, J., Sun, Q.L., Tan, P.L., Chen, Z.Q. and He, YP Homing control of parafoil systems in unknown wind environments. Acta Aeronautica et Astronautica Sinica, 2017, 38(05): 191 - 201.    

[26] Tao, J., Sun, Q.L., Chen, Z.Q. and He, YP Dynamic modeling of a parafoil system considering flap defection. Journal of Southeast University (English Edition), 2017, 33(4):416-425.    

[27] Sun, Q.L., Liang, W., Tao, J., Luo, S.Z., Chen, Z.Q. and He, YP Parafoil dynamic modeling based on numerical simulation and least squares. Transactions of Beijing Institute of Technology,  2017, 37(02): 157 - 162 + 167.    

[28] Sun, Q.L., Liang, W., Tao, J., Luo, S.Z., Chen, Z.Q. and He, YP Dynamic modeling of parafoil in wind and rain environment based on CFD method. Journal of Central South University (Science and Technology), 2017, 8(48), 2053-2062.   

[29] Luo, S.Z., Sun, Q.L., Tan, P.L., Tao, J., He, YP and Luo, W.H. Trajectory planning of parafoil system with intricate constraints based on gauss pseudo-spectral method. Acta Aeronautica et stronautica Sinica, 2017, 38(03): 220 - 230.   

[30] Tao, J., Sun, Q.L., Chen, Z.Q. and He, YP Linear active disturbance rejection based altitude control for an unmanned powered parafoil. Journal of National University of Defense Technology, 2017, 39(6), 103-110.    

[31] Tao, J., Sun, Q.L., Tan, P.L., Chen, Z.Q. and He, YP Autonomous homing control of a powered parafoil with insufficient altitude. ISA Transactions, 2016, 65, 516 - 524.    

[32]Tao, J., Sun, Q.L., Tan, P.L., Chen, Z.Q. and He, YP Active disturbance rejection control (ADRC)-based autonomous homing control of powered parafoils. Nonlinear Dynamics, 2016, 86(3): 1461 - 1476.    

[33] Tao, J., Sun, Q.L., Chen, Z.Q. and He, YP NSGAII based multi-objective homing trajectory planning of parafoil system. Journal of Central South University. 2016, 23: 3248 - 3255.    

[34] Gao, H.T., Tao, J., Sun, Q.L. and Chen, Z.Q. Design and optimization in multiphase homing trajectory of parafoil system. Journal of Central South University, 2016, 23(6): 1416 - 1426.    

[35]  Tao, J., Sun, Q.L., Chen, Z.Q. and He, YP Homing control of a parafoil system in large wind environments. Control Theory & Applications. 2016, 33(12): 1630 - 1638.    

[36] Tao, J., Sun, Q.L., Zhu, E.L., Chen, Z.Q. and He, YP Homing trajectory planning of parafoil system based on quantum genetic algorithm. Journal of Harbin Engineering University. 2016, 37(9):1261 - 1268.    

[37] Tao, J., Pan, A.G. and Chen, D.P. Saving fuel method of rotary drilling machine. Construction Machinery and Maintenance, 2013, 11: 166 - 167.    

[38] Chen, W., Kong, F. and Tao, J. Application of neural network for the network detection. Journal of Guangxi University of Technology, 2011, 01: 78 - 81.   

[39] Xiao, Q., Kong, F. and Tao, J. Research on path optimization of point-to-point fuzzy control on biomimetic robot-fish. Electric Drive, 2011, 07: 34 - 37 + 47.    

[40] Tao, J., Kong, F. and Xie, G.M. Behavior-based motion planning of biomimetic robot-fish. Ordnance Industry Automation, 2010, 11: 70 - 73.    

[41] Kong, F., Tao, J. and Xie, C.P. Research on mobile robot path planning technology. Journal of Guangxi University of Technology, 2009, 04: 70 - 74.   

[42] Xie, C.P., Kong, F. and Tao, J. Research on turning control of biomimetic robot fish based on fuzzy control. Robot Technique and Application, 2009, 04: 26 - 28.

 

 

II Peer-reviewed conference papers    

[43] Xu, P., Wang, X.Y., Xie, G.M., Tao, J., Xu, M.Y. and Zhou, Q. Distributed finite-time bipartite consensus of multi-agent systems via event-triggered control. IFAC 2020, 2020, Accepted.    

[44] Xu, P., Wang, X.Y., Xie, G.M., Tao, J., Xu, M.Y. and Zhou, Q. Distributed self-triggered circular formation control for multi-robot systems. 39th Chinese Control Conference 2020, Shenyang, China, July 27-29, 2020, Accepted.    

[45] Yang, S.W., Wen, J.Y., Luo, W.G., Zhu, Z.H., Xie, G.M. and Tao, J. Distributed event-triggered bipartite consensus for multi-agent systems associated with signed graphs. In 2019 Tenth International Conference on Intelligent Control and Information Processing (ICICIP), Marrakesh, Morocco, December 14-19, 2019, pp.  268-273.    

[46] Xu, P., Xie, G.M., Tao, J. and Xu, M. Y. Observer-based Event-triggered Circle Formation Control for Multi-agent Systems with Directed Topologies. In 2019 Tenth International Conference on Intelligent Control and Information Processing (ICICIP), Marrakesh, Morocco, December 14-19, 2019, pp. 239-245.    

[47] Sun, H., Sun, Q.L., Luo, S.Z., Chen, Z.Q., Wu, W.N. and Tao, J. Compound trajectory optimization methodology for parafoil delivery system based on quantum genetic algorithm. Data Science and Knowledge Engineering for Sensing Decision Support - Proceedings of the 13th International FLINS Conference, Belfast, Northern Ireland, UK, August 21 - 24, 2018, pp. 907-913.    

[48]   Tao, J., Piao, M.N., Sun, Q.L., Sun, M.W. and Chen, Z.Q. Tracking control of parafoil airdrop robot in wind environments. 11th International Workshop on Robot Motion and Control, Wasowo, Poland, July 3-5, 2017, pp: 269 - 274.    

[49] Sun, H., Sun, Q.L., Tao, J., Luo S.Z. and Chen, Z.Q. A Flight Control System for Parafoils Based on Improved PID Control Approach. 36th Chinese Control Conference, Dalian, China, July 26-28, 2017, pp.1168 - 1173.    

[50] Tao, J., Sun, Q.L., Chen, Z.Q. and He, YP Modeling and simulation of parafoil systems in wind fields. 11th Chinese Intelligent Systems Conference, Xiamen, China, October 22-23, 2016, IEEE, pp: 109 - 117.    

[51] Tao, J., Sun, Q.L., Liang, W. and Chen, Z.Q. CFD based dynamic modelling of parafoil system in wind environment. 12th International FLINS Conference, Roubaix, France, 24-26 August 2016, Word Scientific, pp: 668 - 674.    

[52] Tao, J., Sun, Q.L., Chen, Z.Q. and He, YP Automatic homing control of parafoil system based on ADRC. 2016 IEEE Chinese Guidance, Navigation and Control Conference, Nanjing, China, August 12-16, 2016, IEEE, pp: 110 - 115.    

[53] Tao, J., Sun, Q.L., Luo, S.Z., Liang, W. and Chen, Z.Q. CPSO based optimization in multiphase trajectory of powered parafoil with insufficient altitude. 35th Chinese Control Conference, Chengdu, China, July 27-29, 2016,  pp: 5386 - 5391.    

[54] Luo, S.Z., Sun, Q.L., Tao, J., Liang, W. and Chen, Z.Q. Trajectory planning and gathering for multiple parafoil systems based on pseudo-spectral method. 35th Chinese Control Conference, Chengdu, China, July 27-29, 2016,  pp: 2553 - 2558. 

[55] Tao, J., Sun, Q.L., Zhu, E.L. and Chen, Z.Q. Quantum genetic algorithm based homing trajectory planning of parafoil system. 34th Chinese Control Conference, Hangzhou, China July 28-30, 2015,  pp: 2523 - 2528.    

[56] Xiao, Q., Kong, F. and Tao, J. Research on point-to-point of biomimetic robot-fish based on fuzzy control. 2011 International Conference on Electric Information and Control Engineering (ICEICE). 2011, pp: 1652 - 1655.   


[Courses]

Undergraduate Course: Digital Electronic Technology





[Memberships]

Member of the Robot System Simulation Committee of China Simulation Society;

 

IEEE member;

 

Member of Chinese Institute of Electronics;

 

Member of Chinese Society of Automation;

 

Member of China Simulation Society;

 

14th and 15th IEEE/ASME International Conference on Mechatronic and Embedded System and Applications Active Disturbance Control forum co-chairs;

 

Finance Chairman of the 4th International Conference on Manipulation, Automation and Robotics at Small Scales.