Prof. dr Srđan Stanković
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CURRICULUM VITAE
Srdjan S. Stanković got his Dipl. Ing. degree from the Faculty of Electrical Engineering, University of Belgrade, Yugoslavia, in 1968. He got his M. Sc. degree in 1972, and Ph. D. degree in 1975 from the same Faculty. His M.Sc. and Ph.D. dissertations were both from the field of System Identification; his Ph. D. thesis supervisor was Professor Pieter Eykhoff, Eindhoven University of Technology, the Netherlands.
He was with the Institute for Nuclear Sciences, Vinča, Belgrade, Yugoslavia, from 1968 to 1972. Since 1973 he has been with the Faculty of Electrical Engineering, University of Belgrade.In 2011 he was awarded the distinguished title of Emeritus Professor from the University of Belgrade. He held the Research Fellow position from 1972 to 1973 at the Eindhoven University of Technology, Eindhoven, the Netherlands. He held the Visiting Professor position at the Santa Clara University, Santa Clara, California, from 1987 to 1988, in 1998, 2001 and 2003. He also held different part-time consulting positions in Government institutions and industry, as well as in research institutions, taking part in large research and development projects (Institute for Nuclear Sciences, Vinča, Belgrade, Iron and Steel Works, Smederevo, Institute "Mihajlo Pupin", Belgrade, Institute of Applied Mathematics and Electronics, Belgrade, Ministry of Health, etc.) .
His teaching activity encompasses different fields. He introduced, at the Faculty of Electrical Engineering, University of Belgrade, the concept of undergraduate and postgraduate courses on Stochastic Systems and State Estimation, Digital Signal Processing, Adaptive Systems, Artificial Intelligence and Neural Networks and Medical Decision Making Systems. He currently teaches several postgraduate courses at the Department of Signals and Systems. He has been supervisor of about 40 Magister of Science and 15 Ph. D. theses.
Prof. Srdjan S. Stanković published numerous scientific papers from the fields of System Identification, Stochastic Systems, State Estimation, Digital Signal Processing, Processing of Medical Images, Large Scale Systems and Neural Networks (see the list of publications). His papers have been cited more than 1000 times. He was also leader of numerous scientific and R & D projects either for Yugoslav (or Serbian) Science Foundation or for industry, with a large variety of subjects (Adaptive Control Systems, Development of Intelligent Controllers, Processing and Recognition of Communication Signals, Telemedicine, Design of Real-Time Computer Control Systems for Hot Strip Mills in Iron and Steel Industry, etc.). He published textbooks on Nonlinear Control Systems (with R. Tomović) and Signals and Systems (with B. Kovačević and Ž. Đurović). He has been Scientific Coordinator of two Tempus Projects within the CARDS Program, related to curricula development and life-long education in ICT in Health Care. He is currently academic coordinator of the Tempus Project RODOS (Restructuring of Doctoral Studies in Serbia). He gave numerous presentations of his research activities throughout the world. Currently, his main research interests include Large Scale Systems, Multi-Agent Systems and Networked Estimation and Control Systems.
He was Head of the Automatic Control Department and the Department for Signals and Systems at the Faculty of Electrical Engineering in Belgrade for many elective periods. He was a member of the Theory Committee of the International Federation of Automatic Control (IFAC). He has also been a member of Organizing and Program Committees for numerous symposia, of Editorial Boards of scientific journals, as well as of different professional associations. He was participant and reviewer of several EU FP7 Projects in the domain of Large Scale Systems. He was President of the Serbian Association for Electronics, Telecommunications, Automatic Control, Informatics and Nuclear Technology. He has been President of the National Council for Higher Education of the Republic of Serbia for more than eight years. He is member of the Bureau of the Steering Committee for Educational Policies and Practice of the Council of Europe, as well as of different EU advisory committees in the domains of Qualifications Frameworks and Quality Assurance in Higher Education.
SELECTED JOURNAL PAPERS
1. Stanković, S., "On asymptotic properties of real-time identification algorithms based on dynamic stochastic approximation", IEEE Trans. Automatic Control, Vol. AC-23, pp. 58-61, 1978.
2. Mataušek, M. and Stanković, S., "Robust real-time algorithm for identification of nonlinear time-varying systems", Intern. Journal of Control, No. 1, 1980
3. Mataušek, M., Stanković, S., Radović, M., "Iterative inverse filtering approach to the estimation of frequencies of noisy sinusoids", IEEE Trans. Acoust. Speech and Signal Processing, Vol. ASSP-31, No.6, pp.1456-1463, 1983.
4. Stanković, S., Radenković, M., "Self-tuning servo for stochastic references", IFAC Journal Automatica, Vol. 22, No.2, pp. 241-244, 1986.
5. Stanković, S., Kovačević, B. "Analysis of robust stochastic approximation algorithms for process identification", IFAC Journal Automatica, Vol. 22, No. 4, pp. 483- -488, 1986.
6. Kovačević, B., Stanković, S., "Robust real-time identification for a class of linear time-varying discrete systems", Int. Journal of System Science., Vol. 17., pp.1409-1419, 1986.
7. Kovačević, B., Stanković, S., "Robust real-time identification for a class of linear nonstationary discrete-time systems", Technical Cybernetics, No. 22, pp. 17 - 23, 1987. (Moscow, in Russian).
8. Kovačević, B., Stanković, S. "Robust real-time algorithms for identification of linear multivariable time-varying systems". Int. J. Control, Vol. 47, No.1, pp.349-362, 1988.
9. Stanković, S., Radenković, M. "On the convergence of stochastic self-tuning servo algorithms", IEEE Trans. Automatic Control, Vol. AC-34, No.11, pp. 1192-1196, 1988.
10. Dragošević, M., Stanković, S., "Generalized least-squares method for the estimation of frequencies of noisy sinusoids", IEEE Trans. on Acoust. Speech. and Sign. Proc. Vol. ASSP-37, No.6, pp.805-819, 1989.
11. Stanković, S., Šiljak, D., "Sequential LQG Optimization of hiearchically structured systems", IFAC Journal Automatica, Vol. 25, No.4, pp. 545-559, 1989.
12. Stanković, S., Radenković, M., "Strong consistency of direct self-tuning control algorithms based on stochastic approximation", IFAC Journal Automatica, Vol. 26, No.3, pp. 805-819, 1989.
13. Mušicki, D. Evans, R. and Stanković, S., "Integrated probabilistic data association", IEEE Trans. Auomatic. Control, Vol. 39, No. 6, 1994.
14. Marjanović, R. Tomović, R. and Stanković, S., "A topological approach to recognition of line figures", Bulletin of Serbian Academy of Science and Arts, Mathematical Science, No. 18, pp. 44-64, 1994.
15. Dragošević, M. and Stanković, S., "An adaptive notch filter with improved tracking properties" , IEEE Trans. on Signal Processing, Vol. 43, No. 9, pp. 2068 - 2078, 1995.
16. Dragošević, M. and Stanković, S., "A Fully Adaptive Notch Filter for Tracking Multiple Frequencies", Electronics Letters, 31/15, pp. 1215-1217, 1995.
17. Tadić, V. and Stanković, S., " On the Convergence of Stochastic Gradient Algorithms Applied to Learning in Neural Networks", Automation and Remote Control, Moscow, No.7, pp.118-134, 1998.
18. Chen, X.B. and Stanković, S.: "Inclusion Principle for Stochastic Discrete-Time Systems", Chinese Journal of Automation, Vol. 9, No. 2, pp. 94-97, 1997.
19. Chen, X.B. and Stanković, M.: "Inclusion Principle for Stochastic Systems", Acta Automatica Sinica, Vol. 23, No, 1, 1997.
20. Maksimović R., Goldner B., Marinković J., Stanković S., Milovanović D., Seferović M.P., Ristic A.: "A review of the use of neural networks in medical decision in cardiovascular diseases". Cardiology, 1998, 19: 1-2; 45-53.
21. Cander, Lj., Milosavljević, M., Stanković, S., Tomašević, S.: »Ionospheric forecasting technique by artificial neural network«, Electronics Letters, Vol. 34, No.16, pp. 1573 – 1574, 1998.
22. Stanković, S., Chen, X.B., Mataušek, M. and Šiljak, D.D.: "Stochastic inclusion principle applied to decentralized automatic generation control", Int. Journal of Control, Vol. 72, No. 3, pp. 276-288, 1999.
23. Stanković, M.R. Stanojević and D.D. Šiljak, " Decentralized Overlapping Control of a Platoon of Vehicles", IEEE Trans. on Control System Technology, Vol. 8, pp. 816-832, 2000.
24. Maksimović, R., Stanković, S. S., Milovanović, D. "Computed tomography image analysis: 3D reconstruction and segmentation applying active contour models - snakes", International Journal of Medical Informatics, No. 58-59, pp. 29-37, 2000.
25. S. S. Stanković and D. D. Šiljak, "Contractibility of Overlapping Decentralized Control", Systems and Control Letters, Vol; 44, pp. 189-199, 2001
26. Pejnović, P., Marković, M. and Stanković, S.: "Shape classification by moment invariants and autoregressive modeling", International Journal on Pattern Recognition and Artificial Intelligence, Vol. 15, No. 2, pp. 311-327, 2001.
27. S. S. Stanković and D. D. Šiljak, "Model Abstraction and Inclusion Principle", IEEE Trans. Automatic Control, Vol. 47, pp. 529-532, 2002.
28. S. S. Stanković and D. D. Šiljak, "Inclusion Principle for Time Varying Systems", SIAM Journal on Control and Optimization, Vol 42, pp. 321-341, 2003.
29. S. S. Stanković, "Inclusion Principle for Discrete-Time Time-Varying Systems", Journal on Dynamics of Continuous, Discrete and Impulsive Systems, Series A, Vol. 11, No2-3, April 2004.
30. Xue-Bo Chen and S. Stanković, „Dual inclusion principle for overlapping interconnected systems", International Journal of Control, Vol. 77, No. 13, pp.1212 – 1222, 2004.
31. . Xue-Bo Chen and S. Stanković, „Overlapping decentralized approach to to automation generation control of multi-area power systems", International Journal of Control, Vol. 80, No.3, pp. 386-402.
32. Xue-Bo Chen and S. Stanković, „Multioverlapping Decentralized Control of Large Scale Systems", IFAC Journal Automatica, 2005, vol. 41, pp. 1765-1772.
33. S. Stanković, D. Stipanović and D. D. Šiljak, „Robust output feedback decentralized control based on output fedback", IFAC Journal Automatica, 2007, vol. 43, pp. 861-867.
34. S. S. Stanković and D. D. Šiljak, "Stabilization of fixed modes in expansions of LTI systems", Systems and Control Letters, 2008, 57 , pp. 365—370.
35. S. S. Stanković and M. S. Stanković and D. M. Stipanović, "Consensus Based Overlapping Decentralized Estimation With Missing Observations and Communication Faults", Automatica, 2009, 45, pp. 1397—1406.
36. S. S. Stanković, M. S. Stanković and D. M. Stipanović, "Consensus Based Overlapping Estimator" , IEEE Trans. Autom. Control, 2009, 54, pp. 410-415.
37. S. S. Stanković, M. S. Stanković, and D. M. Stipanović. "Decentralized parameter estimation
by consensus based stochastic approximation". IEEE Trans. Autom. Control, 56, pp. 531-543, 2011.
38. S. S. Stanković, N. Ilić, M. S. Stanković, and K. H. Johansson. "Distributed change detection
based on a consensus algorithm". IEEE Trans. Signal Proc., 59, pp. 5686-5697, 2011.
39. N. Ilić, S. S. Stanković, M. S. Stanković, and K. H. Johansson. "Consensus based distributed
change detection using generalized likelihood ratio methodology". Signal Process., 92(7):1715-1728, 2012.
40. N. Ilić, M. S. Stanković, S. S. Stanković, "Adaptive Consensus-Based Distributed Target Tracking in Sensor Networks With Limited Sensing Range". IEEE Transactions on Control Systems Technology, May 2013.
