117,3742

Miloš Stanković

milos.stankovic|mmnkk|singidunum.ac.rs


Knjige:

  • M. Stanković, N. Ilic, S. Stankovic, Decentralized Consensus-Based Estimation and Target Tracking, Academic Mind, 2021

Radovi u časopisima:

  • D. Jovanovic, M. Antonijevic, M. Stankovic, M. Zivkovic, M. Tanaskovic, N. Bacanin, Tuning Machine Learning Models Using a Group Search Firefly Algorithm for Credit Card Fraud Detection, Mathematics, Vol. 10, No. 13, pp. 1 - 30, Jun, 2022
  • S. Stanković, N. Ilić, M. Stanković, Adaptive Consensus-based Distributed System for Multisensor Multitarget Tracking, IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, Vol. 58, No. 3, pp. 2164 - 2179, Jun, 2022
  • M. Pavlovic, P. Milanovic, M. Stanković, D. Perić, I. Popadic, M. Perić, Deep Learning Based SWIR Object Detection in Long-Range Surveillance Systems: An Automated Cross-Spectral Approach, SENSORS, Vol. 22, No. 7, pp. 2562 - 2562, Mar, 2022
  • D. Dašić, M. Vučetić, N. Ilić, M. Stanković, M. Beko, Application of Deep Learning Algorithms and Architectures in the New Generation of Mobile Networks, Serbian Journal of Electrical Engineering, Vol. 18, No. 3, pp. 397 - 426, Oct, 2021
  • D. Dašić, N. ilić, M. Vučetić, M. Perić, M. Beko, M. Stanković, Distributed Spectrum Management in Cognitive Radio Networks by Consensus-Based Reinforcement Learning, SENSORS, Vol. 21, No. 9, pp. 2970 - 2970, Apr, 2021
  • M. Simić, M. Stanković, V. Orlić, Automatic Modulation Classification of Real Signals in AWGN Channel Based on Sixth-Order Cumulants, Radioengineering, pp. 204 - 214, Feb, 2021
  • M. Stanković, M. Beko, S. Stanković, Distributed Value Function Approximation for Collaborative Multi-Agent Reinforcement Learning, IEEE Transactions on Control of Network Systems, Vol. 8, No. 3, pp. 1270 - 1280, 2021
  • S. S. Stanković, M. Beko, M. S. Stanković, Nonlinear robustified stochastic consensus seeking, SYSTEMS & CONTROL LETTERS, Vol. 139, pp. 1 - 9, May, 2020
  • M. Simić, M. Perić, I. Popadić, D. Perić, M. Pavlović, M. Vučetić, M. Stanković, Big Data and Development of Smart City: System Architecture and Practical Public Safety Example, Serbian Journal of Electrical Engineering, Vol. 17, No. 3, pp. 337 - 355, 2020
  • K. O. Al Ali, N. ilić, M. S. Stanković, S. S. Stanković, Consensus-based distributed adaptive target tracking in camera networks using Integrated Probabilistic Data Association, EURASIP Journal on Advances in Signal Processing, Vol. 2018, No. 13, pp. 1 - 13, Dec, 2018
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, M. Beko, L.M. Camarinha-Matos, On Consensus-Based Distributed Blind Calibration of Sensor Networks, SENSORS, Vol. 18, No. 11, pp. 1 - 27, Nov, 2018
  • M. S. Stanković, S. S. Stanković, K. H. Johansson, Distributed time synchronization for networks with random delays and measurement noise, AUTOMATICA, Vol. 93, pp. 126 - 137, Jul, 2018
  • M. S. Stanković, S. S. Stanković, K. H. Johansson, Asynchronous Distributed Blind Calibration of Sensor Networks Under Noisy Measurements, IEEE Transactions on Control of Network Systems, Vol. 5, No. 1, pp. 571 - 582, Mar, 2018
  • K.O. Al Ali, N. ilić, M.S. Stanković, S.S. Stanković, Distributed target tracking in sensor networks using multi-step consensus, IET Radar, Sonar & Navigation, Vol. 12, No. 9, pp. 998 - 1004, 2018
  • M.S. Radenković, M.S. Stanković, S.S. Stanković, On Stochastic Extremum Seeking via Adaptive Perturbation–Demodulation Loop, JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, Vol. 179, No. 3, pp. 1008 - 1024, 2018
  • M.S. Radenković, M.S. Stanković, S.S. Stanković, Extremum Seeking Control with Two-Sided Stochastic Perturbations, SIAM JOURNAL ON CONTROL AND OPTIMIZATION, Vol. 56, No. 5, pp. 3766 - 3783, 2018
  • M. S. Radenković, M. S. Stanković, On globally stable adaptive control providing l1 tracking performance for linear discrete-time systems, INTERNATIONAL JOURNAL OF CONTROL, pp. 1 - 12, Aug, 2017
  • M.S. Stanković, N. ilić, S.S. Stanković, Distributed Stochastic Approximation: Weak Convergence and Network Design, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol. 61, No. 12, pp. 4069 - 4074, Dec, 2016
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, A Consensus-Based Distributed Calibration Algorithm for Sensor Networks, Serbian Journal of Electrical Engineering, Vol. 13, No. 1, pp. 111 - 132, Feb, 2016
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, Distributed Blind Calibration in Lossy Sensor Networks via Output Synchronization, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol. 60, No. 12, pp. 3257 - 3262, Dec, 2015
  • W. Kim, M.S. Stanković, K.H. Johansson, H.J. Kim, A Distributed Support Vector Machine Learning Over Wireless Sensor Networks, IEEE Transactions on Cybernetics, Vol. 45, No. 11, pp. 2599 - 2611, Nov, 2015
  • M.S. Stanković, S.S. Stanković, D.M. Stipanović, Consensus-Based Decentralized Real-Time Identification of Large-Scale Systems, AUTOMATICA, Vol. 60, pp. 219 - 226, Oct, 2015
  • H.-B. Dürr, M.S. Stanković, K.H. Johansson, C. Ebenbauer, Extremum seeking on submanifolds in the Euclidian space, AUTOMATICA, Vol. 50, No. 10, pp. 2591 - 2596, Oct, 2014
  • 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, Vol. 22, No. 2, pp. 778 - 785, Mar, 2014
  • S.S. Stanković, D.M. Stipanović, M.S. Stanković, Decentralized overlapping tracking control, INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, Vol. 43, No. 3-4, pp. 282 - 293, Mar, 2014
  • H.-B. Dürr, M.S. Stanković, C. Ebenbauer, K.H. Johansson, Lie bracket approximation of extremum seeking systems, AUTOMATICA, Vol. 49, No. 6, pp. 1538 - 1552, Jun, 2013
  • N. ilić, S.S. Stanković, M.S. Stanković, K.H. Johansson, Consensus based distributed change detection using Generalized Likelihood Ratio methodology, SIGNAL PROCESSING, Vol. 92, No. 7, pp. 1715 - 1728, Jun, 2012
  • M.S. Stanković, K.H. Johansson, D.M. Stipanović, Distributed Seeking of Nash Equilibria With Applications to Mobile Sensor Networks, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol. 57, No. 4, pp. 904 - 919, Apr, 2012
  • S.S. Stanković, N. ilić, M.S. Stanković, K.H. Johansson, Distributed Change Detection Based on a Consensus Algorithm, IEEE TRANSACTIONS ON SIGNAL PROCESSING, Vol. 59, No. 12, pp. 5686 - 5697, Dec, 2011
  • S.S. Stanković, M.S. Stanković, D.M. Stipanović, Decentralized Parameter Estimation by Consensus Based Stochastic Approximation, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol. 56, No. 3, pp. 531 - 543, Mar, 2011
  • M.S. Stanković, D.M. Stipanović, Extremum seeking under stochastic noise and applications to mobile sensors, AUTOMATICA, Vol. 46, No. 8, pp. 1243 - 1251, Aug, 2010
  • S.S. Stanković, M.S, Stanković, D.M. Stipanović, Consensus based overlapping decentralized estimation with missing observations and communication faults, AUTOMATICA, Vol. 45, No. 6, pp. 1397 - 1406, Jun, 2009
  • P. Tadić, M.S. Stanković, S.S. Stanković, Ž. Đurović, An application of decentralized estimation in a fault detection problem, Serbian Journal of Electrical Engineering, Vol. 6, No. 3, pp. 373 - 387, Mar, 2009
  • S.S. Stanković, M.S. Stanković, D.M. Stipanović, Consensus Based Overlapping Decentralized Estimator, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, Vol. 54, No. 2, pp. 410 - 415, Feb, 2009
  • S. Stanković, M Stanković, M. Stanković, M. Milosavljević, Learning from Data Using Support Vector Machines, Facta universitatis-series: Electronics and Energetics, Vol. 16, pp. 305 - 316, Dec, 2003

Radovi na konferencijama:

  • M. Stankovic, M. Antonijevic, N. Bacanin, M. Zivkovic, M. Tanaskovic, D. Jovanovic, Feature Selection by Hybrid Artificial Bee Colony Algorithm for Intrusion Detection, 2022 International Conference on Edge Computing and Applications (ICECAA), IEEE, pp. 500 - 505, Oct, 2022
  • J. Gavrilović, M. Tanasković, M. Stanković, A. Ćuk, Forenzička analiza komercijalnih dronova, Zbornik konferencije, pp. 88 - 91, Mar, 2022
  • U. Dragović, M. Tanasković, M. Stanković, A. Ćuk, Autonomous Drone Control for Visual Search Based on Deep Reinforcement Learning, 2022
  • D. Dašić, M. Vučetić, M. Perić, M. Beko, M. Stanković, Cooperative Multi-Agent Reinforcement Learning for Spectrum Management in IoT Cognitive Networks, Jun, 2020
  • M. Simić, M. Vučetić, T. Unkašević, Z. Banjac, M. Stanković, Entity identification and security solutions in IoT based on PKI and Blockchain technology, Mar, 2020
  • N. ilić, M. Stanković, S. Stanković, Optimizing Convergence Speed in Adaptive Consensus Algorithms, Proc. of 7th IcETRAN, 2020
  • M. Stanković, M. Beko, N. ilić, S. Stanković, Distributed Multi-Agent Reinforcement Learning Algorithm based on Gradient Correction, Proc. of 7th IcETRAN, 2020
  • D. Dašić, M. Vučetić, M. Perić, M. Beko, M. Stanković, Cooperative Multi-Agent Reinforcement Learning for Spectrum Management in IoT Cognitive Networks, WIMS 2020: Proceedings of the 10th International Conference on Web Intelligence, Mining and Semantics, 2020
  • M. Stanković, M. Beko, S. Stanković, Distributed Gradient Temporal Difference Off-policy Learning With Eligibility Traces: Weak Convergence, Proc. 21st IFAC World Congress, 2020
  • S. Stanković, N. ilić, M. Stanković, Consensus-Based Distributed Multitarget Tracking with Probabilistic Track-to-Track Association, Proc. 2020 European Control Conference (ECC), 2020
  • M. Simić, M. Vučetić, T. Unkašević, Z. Banjac, M. Stanković, Entity identification and security solutions in IoT based on PKI and Blockchain technology, Proc. 19th International Symposium INFOTEH, 2020
  • D. Dašić, M. Vučetić, G. Hew A Kee, M. Stanković, Deep learning applications in mobile networks, 2019
  • M. Simić, M. Vučetić, G. Hew A Kee, M. Stanković, Big Data and Development of Smart City, 2019
  • S. Stanković, M. Beko, M. Stanković, Robust Nonlinear Consensus Seeking, Proc. IEEE Conference on Decision and Control (CDC), 2019
  • S. Stanković, M. Beko, M. Stanković, A Robust Consensus Seeking Algorithm, Proc. IEEE International Conference on Smart Technologies (EUROCON), 2019
  • N. Vlahović, N. ilić, M.S. Stanković, Deep Learning in Video Stabilization Homography Estimation, Proc. 14th Symposium on Neural Networks and Applications (NEUREL), Nov, 2018
  • M. Stojanović, N. Vlahović, M.S. Stanković, S.S. Stanković, Deep Features in Correlation Filters for Thermal Image Tracking, Proc. 14th Symposium on Neural Networks and Applications (NEUREL), Nov, 2018
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, Distributed Offset Correction for Time Synchronization in Networks with Random Delays, European Control Conference (ECC), Jun, 2018
  • M. Stojanović, N. Vlahović, M.S.. Stanković, S.S. Stanković, Object Tracking in Thermal Imaging Using Kernelized Correlation Filters, Proc. INFOTEH, Mar, 2018
  • M. Stojanović, N. Vlahović, M. Stanković, S. Stanković, Object tracking in thermal imaging using kernelized correlation filters, Proc. 17th International Symposium INFOTEH, 2018
  • N. Vlahović, M. Stojanović, M.S. Stanković, S.S. Stanković, Video Stabilization with Adaptive Kalman Filter, Proc. 5th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2018
  • N. ilić, K.O. Al Ali, M.S. Stanković, S.S. Stanković, On Stability of Multi-Step Consensus Scheme for Distributed Target Tracking in Sensor Networks, Proc. 5th International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2018
  • N. ilić, K. Al Ali, M.S. Stanković, S.S. Stanković, Distributed Multi-Target Tracking In Camera Networks Using Multi-Step Consensus, Proc. IcETRAN, Jun, 2017
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, A New Drift Correction Algorithm For Distributed Time Synchronization, Proc. IcETRAN, Jun, 2017
  • M.S. Stanković, Multi-agent reinforcement learning, Proc. 13th Symposium on Neural Networks and Applications (NEUREL), Nov, 2016
  • S.S. Stanković, N. ilić, K. Al Ali, M.S. Stanković, Distributed Consensus Based IPDAF for Tracking in Vision Networks, Proc. IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, Sep, 2016
  • M.S. Stanković, S.S. Stanković, Multi-Agent Temporal-Difference Learning with Linear Function Approximation: Weak Convergence under Time-Varying Network Topologies, Proc. American Control Conference (ACC), Jul, 2016
  • M.S. Radenković, M.S. Stanković, S.S. Stanković, Stochastic Perturbation-Demodulation based Extremum Seeking: Almost Sure Convergence Using Adaptive Step Size, Proc. 3rd International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), Jun, 2016
  • N. ilić, K.O. Al Ali, M.S. Stanković, S.S. Stanković, Adaptive Consensus based Distributed Target Tracking in Camera Networks, Proc. 3rd International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), Jun, 2016
  • M.S. Stanković, S.S. Stanković, K.H.. Johansson, Distributed Drift Estimation for Time Synchronization in Lossy Networks, Proc. Mediterranean Conference on Control and Automation (MED), Jun, 2016
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, Distributed Blind Calibration of Sensor Networks: an Asynchronous Algorithm, Proc. 2nd International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2015
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, Blind Macro Calibration for Sensor Networks in Stochastic Environment, 1st International Conference on Electrical, Electronic and Computing Engineering (IcETRAN), 2014
  • J. Weimer, D. Varagnolo, M.S. Stanković, K.H. Johansson, Parameter-Invariant Detection of Unknown Inputs in Networked Systems, Proc. IEEE Conference on Decision and Control (CDC), Dec, 2013
  • H.-B- Dürr, M.S. Stanković, K.H. Johansson, C. Ebenbauer, Examples of Distance-Based Synchronization: an Extremum Seeking Approach, Proc. Allerton Conference on Communication, Control, and Computing, Oct, 2013
  • H.-B. Dürr, M.S. Stanković, D.V. Dimarogonas, C. Ebenbauer, K.H. Johansson, Obstacle Avoidance for an Extremum Seeking System Using a Navigation Function, Proc. American Control Conference (ACC), Jun, 2013
  • N. ilić, M.S. Stanković, S.S. Stanković, Consensus-based distributed optimization in sensor networks, Proc. Conference ETRAN, 2013
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, Distributed Calibration for Sensor Networks Under Communication Errors and Measurement Noise, Proc. IEEE Conference on Decision and Control (CDC), Dec, 2012
  • N. ilić, M.S. Stanković, S.S. Stanković, Adaptive Sensor Networks for Consensus Based Distributed Estimation, Proc. IEEE International Conference on Control Applications (CCA), Oct, 2012
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, Distributed Macro Calibration in Sensor Networks, Proc. 20th Mediterranean Conference on Control and Automation (MED), Jul, 2012
  • S.S. Stanković, N. ilić, M.S. Stanković, On Stability of Adaptive Consensus Based Distributed Target Tracking Algorithm, Proc. Conference ETRAN, 2012
  • M.S. Stanković, S.S. Stanković, K.H. Johansson, Distributed Time Synchronization in Lossy Wireless Sensor Networks, Proc. 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems (NecSys), 2012
  • M.S. Stanković, S.S. Stanković, D.M. Stipanović, Decentralized Identification for Errors-in-Variables Systems Based on a Consensus Algorithm, Proc. IEEE Conference on Decision and Control (CDC), Dec, 2011
  • M.S. Stanković, K.H. Johansson, Distributed Mobility and Power Control for Noncooperative Robotic Ad Hoc and Sensor Networks, Proc. IEEE Conference on Decision and Control (CDC), Dec, 2011
  • H.-B. Dürr, M.S. Stanković, K.H. Johansson, Distributed Positioning of Autonomous Mobile Sensors with Application to Coverage Control, Proc. American Control Conference (ACC), Jun, 2011
  • N. ilić, M.S. Stanković, S.S. Stanković, Consensus Based Distributed Tracking in Sensor Networks with Limited Sensing Range, Proc. Conference ETRAN, 2011
  • H.-B. Dürr, M.S. Stanković, K.H. Johansson, A Lie Bracket Approximation for Extremum Seeking Vehicles, Proc. 18th IFAC World Congress, 2011
  • M.S. Stanković, K.H. Johansson, D.M. Stipanović, Distributed Seeking of Nash Equilibria in Mobile Sensor Networks, Proc. IEEE Conference on Decision and Control (CDC), Dec, 2010
  • S.S. Stanković, N. ilić, Ž. Đurović, M.S. Stanković, K.H. Johansson, Consensus Based Overlapping Decentralized Fault Detection and Isolation, Proc. Conference on Control and Fault-Tolerant Systems (SysTol), Oct, 2010
  • S.S. Stanković, N. ilić, M.S. Stanković, A Consensus Based Distributed Algorithm for Change Detection in Sensor Networks, Proc. Conference ETRAN, 2010
  • N. ilić, M.S. Stanković, S.S. Stanković, Consensus Scheme Optimization in Decentralized Consensus Based Observers for Fault Detection and Isolation, Proc. Conference ETRAN, 2010
  • N. ilić, M.S.. Stanković, S.S, Stanković, Consensus Based Overlapping Decentralized Observer for Fault Detection and Isolation, Proc. MELECON, 2010
  • M.S. Stanković, D.M. Stipanović, S.S. Stanković, Decentralized Consensus Based Control Methodology for Vehicle Formations in Air and Deep Space, Proc. American Control Conference (ACC), 2010
  • S.S. Stanković, N. ilić, M.S. Stanković, K.H. Johansson, Distributed Change Detection Based on a Consensus Algorithm, Proc. 2nd IFAC Workshop on Estimation and Control in Network Systems (NecSys), 2010
  • S.S. Stanković, D.M. Stipanović, M.S. Stanković, Decentralized Overlapping Tracking Control of a Formation of Autonomous Unmanned Vehicles, Proc. American Control Conference, Jun, 2009
  • M.S. Stanković, D.M. Stipanović, Stochastic Extremum Seeking with Applications to Mobile Sensor Networks, Proc. American Control Conference (ACC), Jun, 2009
  • P.R. Tadić, M.S. Stanković, S.S. Stanković, Ž.M. Đurović, Consensus Based Decentralized Estimation Applied to Fault Detection and Isolation, Proc. Conference ETRAN, 2009
  • M.S. Stanković, D.M. Stipanović, Discrete Time Extremum Seeking by Autonomous Vehicles in a Stochastic Environment, Proc. IEEE Conference on Decision and Control (CDC), 2009
  • M.S. Stanković, S.S. Stanković, D.M. Stipanović, Consensus Based Multi-Agent Control Structures, Proc. IEEE Conference on Decision and Control (CDC), Dec, 2008
  • S.S. Stanković, M.S. Stanković, D.M. Stipanović, A Consensus Based Overlapping Decentralized Estimator in Lossy Networks: Stability and Denoising Effects, Proc. American Control Conference (ACC), Jun, 2008
  • M.S. Stanković, D.M. Stipanović, S.S. Stanković, Consensus Based Overlapping Decentralized Control, Proc. Conference ETRAN, 2008
  • S.S. Stanković, M.S. Stanković, D.M. Stipanović, Consensus Based Overlapping Decentralized Estimation With Missing Observations and Communication Faults, Proc. 17th IFAC World Congress, 2008
  • S.S. Stanković, M.S. Stanković, D.M. Stipanović, Decentralized Parameter Estimation by Consensus Based Stochastic Approximation, Proc. IEEE Conference on Decision and Control (CDC), Dec, 2007
  • S.S. Stanković, M.S. Stanković, D.M. Stipanović, Consensus Based Overlapping Decentralized Estimator, Proc. American Control Conference (ACC), Jun, 2007
  • M. Stanković, V. Moustakis, S. Stanković, Text Categorization Using Informative Vector Machines, Proc. EUROCON - The International Conference on "Computer as a tool", 2005
  • M. Stanković, S. Stanković, An Application of the Learning Theory to Wavelet Based Signal Denoising, Proc. 7th Seminar NEUREL, 2004

Ostali radovi:

  • M. Stankovic, J. Gavrilovic, D. Jovanovic, M. Zivkovic, M. Antonijevic, N. Bacanin, M. Stankovic, Tuning Multi-Layer Perceptron by Hybridized Arithmetic Optimization Algorithm for Healthcare 4.0, Chapter in Procedia Computer Science: ICIDCA 2022: International Conference on Innovative Data Communication Technology and Application, Elsevier, volume 215, Procedia Computer Science: ICIDCA 2022: International Conference on Innovative Data Communication Technology and Application, Elsevier, volume 215, pp. 51 - 60, Elsevier, Coimbatore, India, Dec, 2022
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