117,1015

Ivan Milovanović

ivanmilovanovic|mmnkk|singidunum.ac.rs

Ivan Milovanović je rođen 27.05.1985. u Nišu, Srbija.


Obrazovanje:

  • Srednja škola
    Gimnazija Stevan Sremac,
    Prirodno-Matematički, 2000-2004
  • Osnovne studije
    Univerzitet Singidunum,
    Grafika i Dizajn, 2004-2008
  • Master studije
    Univerzitet Singidunum,
    Savremene informacione tehnologije, 2008-2009
  • Doktorske studije
    Univerzitet Singidunum,
    Napredni sistemi zaštite, 2009-2015

Radovi u časopisima:

  • S. Ilić, S. Ilić, I. Milovanović, P. Spalević, D. Miljković, A Comparison of Query Execution Speeds for Large Amounts of Data Using Various DBMS Engines Executing on Selected RAM and CPU Configurations, Technical Gazette, Vol. 29/No.1, pp. 346 - 353, Jan, 2022
  • N. Stanojević, B. Prlinčević, I. Milovanović, P. Spalević, M. Stanojević, S. Panić, Performance Analysis of Transmission Visible Watermarked Image over Zero Boresight Double Ricean Turbulence Channel, JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS, No. 66, pp. 1370 - 1377, Dec, 2021
  • Č. Stefanović, I. Milovanović, S. Panić, LCR and AFD of the Products of Nakagami-m and Nakagami-m Squared Random Variables: Application to Wireless Communications Through Relays, WIRELESS PERSONAL COMMUNICATIONS, No. 123, pp. 2665 - 2678, Nov, 2021
  • I. Milovanović, Č. Stefanović, Performance Analysis of UAV-Assisted Wireless Powered Sensor Network over Shadowed κ − μ Fading Channels, WIRELESS COMMUNICATIONS & MOBILE COMPUTING, Vol. 2021, No. Special Issue, pp. 1 - 7, Apr, 2021
  • E. Pecanin, P. Spalević, E. Mekić, S. Jović, I. Milovanović, E-learning engineers based on constructive and multidisciplinary approach, COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, Vol. 27, No. 6, pp. 1544 - 1554, Nov, 2019
  • Z. Stanković, N. Dončov, I. Milovanović, B. Milovanović, Direction of arrival estimation of mobile stochastic electromagnetic sources with variable radiation powers using hierarchical neural model, INTERNATIONAL JOURNAL OF RF AND MICROWAVE COMPUTER-AIDED ENGINEERING, Vol. 29, No. 10, pp. e21901 - e21901, Oct, 2019
  • Z. Stanković, N. Dončov, I. Milovanović, B. Milovanović, DoA estimation of highly correlated stochastic sources using neural model, ELECTROMAGNETICS, Vol. 38, No. 8, pp. 500 - 516, Nov, 2018
  • Z. Stanković, N. Dončov, B. Milovanović, I. Milovanović, "Efficient DoA Tracking of Variable Number of Moving Stochastic EM Sources in Far-Field Using PNN-MLP Model", International Journal of Antennas and Propagation, Vol. 2015, pp. 1 - 11, Dec, 2015
  • M. Agatonović, Z. Stanković, N. Dončov, B. Milovanović, I. Milovanović, "Neural Network Model for 2D DOA Estimation of Two Coherent Sources", International Journal of Reasoning-based Intelligent Systems 2015 , Vol. 7, No. 1/2, pp. 62 - 69, Feb, 2015
  • Z. Stanković, N. Dončov, B. Milovanović, I. Milovanović, Efficient DoA Tracking of Variable Number of Moving Stochastic EM Sources in Far-Field Using PNN-MLP Model, IEEE ANTENNAS AND PROPAGATION MAGAZINE, Vol. 2015, pp. 1 - 11, 2015
  • M. Stoilković, Z. Stanković, I. Milovanović, N. Dončov, B. Milovanović, T. Zwick, "Experimental Verification of an ANN Based Model for 2D DOA Estimation of Closely Spaced Coherent Sources", MICROWAVE AND OPTICAL TECHNOLOGY LETTERS, Vol. 56, No. 11, pp. 2558 - 2562, Aug, 2014
  • Z. Stanković, N. Dončov, J. Russer, I. Milovanović, M. Agatonović, "Localization of Stochastic Electromagnetic Sources by using Correlation Matrix Trained MLP Neural Network", Microwave Review, Vol. 19, No. 2, pp. 44 - 49, Dec, 2013
  • Z. Stanković, N. S. Dončov, B. Milovanović, J. Russer, I. Milovanović, M. Agatonović, “Localization of Stochastic Electromagnetic Sources by using Correlation Matrix Trained MLP Neural Network”, Microwave Review, pp. 44 - 49, 2013
  • M. Agatonović, Z. Stanković, I. Milovanović, N. Dončov, L. Sit, T. Zwick, B. Milovanović, "Efficient Neural Network Approach for 2D DOA Estimation Based on Antenna Array Measurements", Progress In Electromagnetics Research, Vol. 137, pp. 741 - 758, 2013
  • M. Milijić, Z. Stanković, I. Milovanović, A. Nešić, Software module 'pentagonal dipole' based on artificial neural networks, International Journal of Reasoning-based Intelligent Systems, Vol. 4, No. 1/2, pp. 73 - 81, Feb, 2012

Radovi na konferencijama:

  • I. Milovanović, Z. Stanković, N. Dončov, B. Milovanović, Simple Neural Model for Approximate Localization of Mobile Stochastic EM Sources with Variable Signal Level and Linear Trajectory in The Azimuthal Plane, Univerzitet "Singidunum", pp. 184 - 188, Apr, 2019
  • Z. Stanković, N. Dončov, I. Milovanović, B. Milovanović, Overview of Neural Network Approaches in the Localization of Stochastic EM Sources, Proceedings of the 53rd International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST 2018), pp. 4 - 12, Jun, 2018
  • Z. Stanković, N. Dončov, B. Stošić, I. Milovanović, B. Milovanović, J. Russer, 1D Localization of Mobile Stochastic EM Sources with Variable Radiated Power using Two-Stage Neural Model, URSI (Union Radio-Scientifique Internationale), IEEE, pp. 559 - 562, May, 2018
  • Z. Stanković, N. Dončov, I. Milovanović, B. Milovanović, 1D Localization of Highly Correlated Mobile Stochastic EM Sources using Neural Model, Proceedings of the 13th IEEE International Conference on Advanced Technologies, Systems and Services in Telecommunications, TELSIKS 2017, pp. 33 - 37, Oct, 2017
  • P. Spalević, B. Jakšić, I. Milovanović, M. Veinović, M. Petrović, Influence of the Parameters of the DVB-S/S2 Standards on the Capacity of a Satelite Transponder, TELSIKS 2017, Oct, 2017
  • M. Stanojević, P. Spalević, M. Dukić, I. Milovanović, V. Šaljić, The Security Threats in Wireless Sensor Network for Secure Applications, Slovenian Section IEEE, pp. 112 - 115, Sep, 2017
  • Z. Stanković, N. Dončov, B. Milovanović, I. Milovanović, Efficient 2D Localization of a Number of Mutually Arbitrary Positioned Stochastic EM Sources in Far-Field using Neural Model, pp. 1391 - 1394, Sep, 2017
  • M. Stanojevic, P. Spalević, I. Milovanović, S. Stanojčić, The use of Secure Wireless Sensor Networks to Control and Protect Critical Infrastructure, LII International Scientific Conference on Information, Communication and Energy Systems and Technologies, Faculty of Electronic Engineering, University of Niš, pp. 253 - 256, Jun, 2017
  • Z. Stanković, I. Milovanović, N. Dončov, M. Sarevska, B. Milovanović, Estimation of the Carrier Phase Advance of the EM signal in the Ionosphere Using Neural Model, Jun, 2017
  • Z. Stanković, N. Dončov, I. Milovanović, M. Sarevska, B. Milovanović, Neural Model for Far-Field 1D Localization of Mobile Stochastic EM Sources with Partially Correlated Radiation, pp. 169 - 175, Apr, 2017
  • Z. Stanković, I. Milovanović, J. Jovanović, N. Dončov, B. Milovanović, Procena kašnjenja EM talasa u jonosferi korišćenjem veštaćkih neuronskih mreža, pp. 110 - 114, Mar, 2017
  • I. Milovanović, "PROCENA KAŠNJENJA PROSTIRANJA EM TALASA U JONOSFERI KORIŠĆENJEM VEŠTAČKIH NEURONSKIH MREŽA", Mar, 2017
  • Z. Stanković, I. Milovanović, “An Artificial Neural Network Model for Eficient Estimation of the Number of Mobile Stochastic EM Sources in a Space Sector,”, Apr, 2016
  • Z. Stanković, N. Dončov, I. Milovanović, B. Milovanović, Određivanje broja mobilnih stohastičkih izvora zračenja u prostornom sektoru korišćenjem višeslojnih perceptronskih mreža, pp. 110 - 114, Mar, 2016
  • Z. Stanković, I. Milovanović, N. Dončov, B. Milovanović, 2D Localization of Source of Stochastic EM Radiation by using Neural Networks, pp. 99 - 102, 2016
  • Z. Stanković, N. Dončov, I. Milovanović, “Estimation of the Number of Stochastic EM Sources in Far-Field Using Probabilistic Neural Network”, Proceedings of the 12th IEEE International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services, pp. 377 - 380, Oct, 2015
  • J. Mišić, B. Milovanović, N. Vasić, I. Milovanović, BEŽIČNI SISTEMI ZA POZICIONIRANJE U ZATVORENOM PROSTORU BAZIRANI NA RSSI METODI, Zbornik radova Konferencije YU INFO 2015, sekcija Računarske mreže i telekomunikacije, Društvo za informacione sisteme i računarske mreže, pp. 262 - 267, Mar, 2015
  • J. Mišić, B. Milovanović, N. Vasić, I. Milovanović, „An Overview of Wireless Indoor Positioning Systems”, pp. 301 - 306, Mar, 2015
  • Z. Stanković, N. Dončov, I. Milovanović, B. Milovanović, Neural Network Model for Efficient Localization of a Number of Mutually Arbitrary Positioned Stochastic EM Sources in Far-field, Nov, 2014
  • Z. Stanković, N. Dončov, I. Milovanović, B. Milovanović, M. Stoilković, Localization of Mobile Users Stochastic Radiation Nature by using Neural Networks, Jun, 2014
  • Z. Stanković, N. Dončov, J. Russer, I. Milovanović, B. Milovanović, Neural Network Approach for Efficient DOA Determination of Multiple Stochastic EM Sources in Far-field, May, 2014
  • Z. Stanković, I. Milovanović, N. Dončov, B. Milovanović, Pristup u DOA estimaciji stohastičkih izvora zasnovan na korišćenju neuronskih mreža, Zbornik radova Konferencije YU INFO 2014, sekcija Računarske mreže i telekomunikacije, Društvo za informacione sisteme i računarske mreže, pp. 354 - 359, Mar, 2014
  • Z. Stanković, N. Dončov, J. Russer, I. Milovanović, M. Agatonović, Neural networks based DOA estimation of multiple stochastic narrow-band EM sources, Oct, 2013
  • Z. Stanković, N. Dončov, B. Milovanović, I. Milovanović, „Efikasni neuronski modeli za DOA estimaciju stohastičkog izvora“, 57. Konferencija ETRAN, Zbornik radova CD, Jun, 2013
  • I. Milovanović, Z. Stanković, M. Agatonović, M. Milijić, „Efficient Neural Model for Estimation of the Microwave Antenna Noise Temperature“, ISBN: 978-619-167-003-1, Jun, 2013
  • M. Agatonović, Z. Stanković, B. Milovanović, I. Milovanović, N. Dončov, „Measurement Site and Procedures for Experimental 2D DOA Estimation“, ISBN: 978-619-167-003-1, Jun, 2013
  • Z. Stanković, I. Milovanović, N. Dončov, B. Milovanović, “Efikasna DOA estimacija stohastičkog izvora korišćenjem neuronskih mreža”, Zbornik radova Konferencije YU INFO 2013, sekcija Računarske mreže i telekomunikacije, Društvo za informacione sisteme i računarske mreže, pp. 392 - 396, Mar, 2013
  • I. Milovanović, Z. Stanković, B. Milovanović, N. Dončov, I. Mišić, “ Program ''MWAA-beamformer'' za analizu rada adaptivnih antenskih nizova”, Zbornik radova Konferencije YU INFO 2013, sekcija Računarske mreže i telekomunikacije, Društvo za informacione sisteme i računarske mreže, pp. 386 - 391, Mar, 2013
  • M. Agatonović, Z. Stanković, B. Milovanović, I. Milovanović, N. Dončov, "2D DOA Estimation of Two Coherent Sources based on RBF Neural Networks", pp. 429 - 432, 2013
  • I. Milovanović, Z. Stanković, M. Milijić, „Efficient Estimation of the Antenna Noise Level Using Neural Networks“, ISBN: 978-619-167-003-1, pp. 291 - 294, Jun, 2012
  • I. Milovanović, Z. Stanković, „Osobenosti MESH mrežnih arhitektura zasnovanih na IEEE 802.11 i IEEE 802.16 standardima„, ISBN 978-99938-624-8-2, pp. 428 - 433, Mar, 2012
  • I. Milovanović, Z. Stanković, M. Milijić, “Procena nivoa eksternog šuma na mestu prijema u bežičnim komunikacijama pomoću neuronskih mreža ”, Zbornik radova Konferencije YU INFO 2012, sekcija Računarske mreže i telekomunikacije, Društvo za informacione sisteme i računarske mreže, pp. 390 - 395, Feb, 2012
  • M. Milijić, Z. Stanković, I. Milovanović, „Neuronski model za procenu snage eksternog šuma kod prijemnika bežičnih komunikacionih sistema“, Telecommunications Society, ISBN: 978-1-4577-1498-6, pp. 437 - 450, Nov, 2011
  • M. Milijić, Z. Stanković, I. Milovanović, „Hybrid-Empirical Neural Model for Indoor/Outdoor Path Loss Calculation“, IEEE and Faculty of Electronic Engineering, Vol.2 ISBN:978-1-4577-2016-1, pp. 548 - 551, Oct, 2011
  • M. Milijić, Z. Stanković, I. Milovanović, A. Nešić, „Neural Network Based Software for Modeling Printed Pentagonal Dipole“, Faculty of Electronic Engineering, Vol.3, pp. 689 - 692, Jun, 2011
  • I. Milovanović, Z. Stanković, “Zaštita bežičnih MESH mreža”, Zbornik radova Konferencije YU INFO 2011, sekcija Računarske mreže i telekomunikacije, ISBN: 978-86-85525-08-7, pp. 468 - 472, Mar, 2011

Ostali radovi:

  • I. Milovanović, “Modelovanje uticaja šuma i interferencije u bežičnim komunikacionim sistemima primenom veštačkih neuronskih mreža”, Departman za poslediplomske studije, Univerzitet Singidunum, Beograd, Jul, 2015
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