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Master advisors

Lou,Xuyang

Xuyang Lou

Professor

Institute of System Engineering

Jiangnan University

Wuxi 214122, China

E-mail: Louxy@jiangnan.edu.cn


Research Interests

Hybrid dynamical systems

Neurodynamic optimization

Complex networks


1. Education Background

● Ph.D. in Control Theory and Control Engineering, Jiangnan University, 2009.12

● B.S. in Electrical Engineering, Zhejiang Ocean University, 2004.06


2. Professional Positions

Professor

School of Internet of Things Engineering, Jiangnan University, Wuxi, China. 2017-present

Associate Professor

School of Internet of Things Engineering, Jiangnan University, Wuxi, China. 2011-2017


Visiting Scholar

Department of Computer Engineering, University of California at Santa Cruz, USA.

2014-2015.


Postdoctoral

Department of Electrical Engineering (ESAT-SCD), Katholieke Universiteit Leuven, Belgium. 2010.


Visiting Scholar

CSIRO Division of Mathematical and Information Sciences, Adelaide, Australia. 2007-2008.


3. Teaching Experience

Instructor. Undergraduate Course: “Automatic Control Principle. Department of Automation, Jiangnan University. Fall 2012, Fall 2013, Fall 2015, Fall 2016, Fall 2017 and Spring 2018.

Instructor. Undergraduate Course: “Modern Control Theory. Department of Automation, Jiangnan University. Fall 2012, Spring 2014, Spring 2015, Spring 2016, Spring 2017 and Spring 2018.

Instructor. Graduate Course: “Nonlinear Systems. Department of Automation, Jiangnan University. Fall 2017.

Instructor. Undergraduate Course: “Embeded System Design. Department of Automation, Jiangnan University. Spring 2013, Fall 2015, Fall 2017.

4. Research Projects

● 2015-2018: Research project “Optimal control and application of coupled neural system based on hybrid modeling” supported by the National Natural Science Foundation of China (Grant No. 61473136) (As a director)

● 2013-2015: Research project “Modeling and analysis of coupled neural systems ” supported by the Fundamental Research Funds for the Central Universities (Grant No. JUSRP51322B) (As a director)

● 2012-2014: Research project “Modeling and analysis of biological neural networks under mesoscale level” supported by the National Natural Science Foundation of China (Grant No. 61104155) (As a director)

● 2010-2012: Research project “On complexity and control problems of genetic regulatory networks” supported by the Fundamental Research Funds for the Central Universities (Grant No. JUSRP11021) (As a director)


5. Patents

“An optimal space filling design method in high-throughput combinatorial experimentation”, China Patent, Grant No. ZL200910026224.9, April 2011.

“A secure communication scheme under a chaotic neural network”, China Patent, Grant No. ZL200910029670.5, March 2013.

“Node layout method of wireless sensor networks based on an adaptive CSA algorithm”, China Patent, Grant No. ZL201210038481.6, June 2014.

“A reconstruction technique of gene motifs based on memetic algorithm”, China Patent, Grant No. ZL201310525115.8, November 2017.


6. Selected Publications

[1] Xuyang Lou, Y. Li, R. G. Sanfelice. Robust stability of hybrid limit cycles with multiple jumps in hybrid dynamical systems. IEEE Transactions on Automatic Control, vol. 63, no. 4, pp.1220-1226, 2018.

[2] Xuyang Lou, M.N.S. Swamy. A new approach to optimal control of conductance-based spiking neurons. Neural Networks, vol. 96, pp. 128-136, 2017.

[3] Xuyang Lou, J.A.K. Suykens. Hybrid coupled local minimizers. IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 61, no. 2, pp. 542-551, 2014.

[4] Xuyang Lou, J.A.K. Suykens. Stability of coupled local minimizers within the Lagrange programming network framework. IEEE Transactions on Circuits and Systems I: Regular Papers, vol. 60, no. 2, pp. 377-388, 2013.

[5] Xuyang Lou, Y. Li, R. G. Sanfelice. Existence of hybrid limit cycles and Zhukovskii stability in hybrid systems. 2017 American Control Conference, May 24–26, 2017, Seattle, USA, pp. 1187-1192.

[6] Xuyang Lou, J.A.K. Suykens. Finding communities in weighted networks through synchronization, Chaos, vol. 21, no. 4, pp. 043116, 2011.

[7] Xuyang Lou, Zhengxian Jiang. Event-triggered control of spatially distributed processes via unmanned aerial vehicle. International Journal of Advanced Robotic Systems, 2016, 13:1-9

[8] Q. Ye, Xuyang Lou, L. Sheng. Generalized predictive control of a class of MIMO models via a projection neural network. Neurocomputing, 2017, 234, 192-197.

[9] Xuyang Lou, B. Cui, Delay-dependent criteria for global robust periodicity of uncertain switched recurrent neural networks with time-varying delay, IEEE Transactions on Neural Networks, vol. 19, no. 4, pp. 549-557, 2008.

[10] Xuyang Lou, B. Cui. Adaptive consensus filters for second-order distributed parameter systems using sensor networks. Circuits, Systems & Signal Processing, 2015, 34(9): 2801-2818.

[11] Xuyang Lou, Q. Ye, B. Cui. Exponential stability of genetic regulatory networks with random delays, Neurocomputing, vol. 73, no. 4-6, pp. 759–769, 2010.

[12] Xuyang Lou, B. Cui. Passive control of uncertain multiple input-delayed systems using reduction method, Mathematics and Computers in Simulation, vol. 80, no. 12, pp. 2258-2271, 2010.

[13] Xuyang Lou, B. Cui, Boundedness and stability for integrodifferential equations modeling neural field with time delay, Neural Computation, vol. 19, no. 2, pp. 570-581, 2007.

[14] Xuyang Lou, B. Cui, Robust asymptotic stability of uncertain fuzzy BAM neural networks with time-varying delays, Fuzzy Sets and Systems, vol. 158, no. 24, pp. 2746-2756, 2007.

[15] Xuyang Lou, B. Cui, Stochastic exponential stability for Markovian jumping BAM neural networks with time-varying delays, IEEE Transactions on Systems, Man and Cybernetics-Part B, vol. 37, no. 3, pp. 713-719, 2007.


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