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Ivan Milovanović

Univerzitet Singidunum

Nastavni kadar
E-mail
ivanmilovanovic@singidunum.ac.rs
Biografija

Ivan Milovanović je rođen 27.05.1985. u Nišu, Srbija.

Obrazovanje
Srednja škola
2000 – 2004
Gimnazija Stevan Sremac
Prirodno-Matematički
Osnovne studije
2004 – 2008
Univerzitet Singidunum
Grafika i Dizajn
Master studije
2008 – 2009
Univerzitet Singidunum
Savremene informacione tehnologije
Doktorske studije
2009 – 2015
Univerzitet Singidunum
Napredni sistemi zaštite
Bibliografija
Radovi u časopisima
  • A Comparison of Query Execution Speeds for Large Amounts of Data Using Various DBMS Engines Executing on Selected RAM and CPU Configurations
    2022
    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
  • Performance Analysis of Transmission Visible Watermarked Image over Zero Boresight Double Ricean Turbulence Channel
    2021
    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
    Otvori
  • LCR and AFD of the Products of Nakagami-m and Nakagami-m Squared Random Variables: Application to Wireless Communications Through Relays
    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
    Otvori
  • Performance Analysis of UAV-Assisted Wireless Powered Sensor Network over Shadowed κ − μ Fading Channels
    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
    Otvori
  • E-learning engineers based on constructive and multidisciplinary approach
    2019
    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
    Otvori
  • Direction of arrival estimation of mobile stochastic electromagnetic sources with variable radiation powers using hierarchical neural model
    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
    Otvori
  • DoA estimation of highly correlated stochastic sources using neural model
    2018
    Z. Stanković, N. Dončov, I. Milovanović, Б. Миловановић, DoA estimation of highly correlated stochastic sources using neural model, ELECTROMAGNETICS, Vol. 38, No. 8, pp. 500 - 516, Nov, 2018
  • "Efficient DoA Tracking of Variable Number of Moving Stochastic EM Sources in Far-Field Using PNN-MLP Model"
    2015
    Z. Stanković, N. Dončov, Б. Миловановић, 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
    Otvori
  • "Neural Network Model for 2D DOA Estimation of Two Coherent Sources"
    2015
    M. Agatonović, Z. Stanković, N. Dončov, Б. Миловановић, 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
    Otvori
  • Efficient DoA Tracking of Variable Number of Moving Stochastic EM Sources in Far-Field Using PNN-MLP Model
    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
  • "Experimental Verification of an ANN Based Model for 2D DOA Estimation of Closely Spaced Coherent Sources"
    2014
    M. Stoilković, Z. Stanković, I. Milovanović, N. Dončov, Б. Миловановић, 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
    Otvori
  • "Localization of Stochastic Electromagnetic Sources by using Correlation Matrix Trained MLP Neural Network"
    2013
    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
  • “Localization of Stochastic Electromagnetic Sources by using Correlation Matrix Trained MLP Neural Network”
    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
  • "Efficient Neural Network Approach for 2D DOA Estimation Based on Antenna Array Measurements"
    2013
    M. Agatonović, Z. Stanković, I. Milovanović, N. Dončov, L. Sit, T. Zwick, Б. Миловановић, "Efficient Neural Network Approach for 2D DOA Estimation Based on Antenna Array Measurements", Progress In Electromagnetics Research, Vol. 137, pp. 741 - 758, 2013
    Otvori
  • Software module 'pentagonal dipole' based on artificial neural networks
    2012
    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
    Otvori
Radovi na konferencijama
  • Simple Neural Model for Approximate Localization of Mobile Stochastic EM Sources with Variable Signal Level and Linear Trajectory in The Azimuthal Plane
    2019
    Sinteza 2019
    I. Milovanović, Z. Stanković, N. Dončov, Б. Миловановић, 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
    Otvori
  • Overview of Neural Network Approaches in the Localization of Stochastic EM Sources
    2018
    53rd International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST 2018)
    Z. Stanković, N. Dončov, I. Milovanović, Б. Миловановић, 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
  • 1D Localization of Mobile Stochastic EM Sources with Variable Radiated Power using Two-Stage Neural Model
    2018
    2nd URSI Atlantic Radio Science Meeting (AT-RASC)
    Z. Stanković, N. Dončov, B. Stošić, I. Milovanović, Б. Миловановић, 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
  • 1D Localization of Highly Correlated Mobile Stochastic EM Sources using Neural Model
    2017
    13th IEEE International Conference on Advanced Technologies, Systems and Services in Telecommunications, TELSIKS 2017
    Z. Stanković, N. Dončov, I. Milovanović, Б. Миловановић, 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
  • Influence of the Parameters of the DVB-S/S2 Standards on the Capacity of a Satelite Transponder
    2017
    TELSIKS
    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
    Otvori
  • The Security Threats in Wireless Sensor Network for Secure Applications
    2017
    Twenty-sixth International Electrotechnical and Computer Science Conference ERK 2017
    M. Stanojević, П. Спалевић, M. Dukić, I. Milovanović, V. Šaljić, The Security Threats in Wireless Sensor Network for Secure Applications, Slovenian Section IEEE, pp. 112 - 115, Sep, 2017
  • Efficient 2D Localization of a Number of Mutually Arbitrary Positioned Stochastic EM Sources in Far-Field using Neural Model
    2017
    ICEEA
    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
  • The use of Secure Wireless Sensor Networks to Control and Protect Critical Infrastructure
    2017
    LII International Scientific Conference on Information, Communication and Energy Systems and Technologies
    M. Stanojevic, П. Спалевић, 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
  • Estimation of the Carrier Phase Advance of the EM signal in the Ionosphere Using Neural Model
    2017
    ICEST
    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
  • Neural Model for Far-Field 1D Localization of Mobile Stochastic EM Sources with Partially Correlated Radiation
    2017
    Sinteza 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
  • Procena kašnjenja EM talasa u jonosferi korišćenjem veštaćkih neuronskih mreža
    2017
    YU INFO
    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
  • "PROCENA KAŠNJENJA PROSTIRANJA EM TALASA U JONOSFERI KORIŠĆENJEM VEŠTAČKIH NEURONSKIH MREŽA"
    2017
    YU INFO 2017
    I. Milovanović, "PROCENA KAŠNJENJA PROSTIRANJA EM TALASA U JONOSFERI KORIŠĆENJEM VEŠTAČKIH NEURONSKIH MREŽA", Mar, 2017
  • “An Artificial Neural Network Model for Eficient Estimation of the Number of Mobile Stochastic EM Sources in a Space Sector,”
    2016
    Sinteza 2016
    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
    Otvori
  • Određivanje broja mobilnih stohastičkih izvora zračenja u prostornom sektoru korišćenjem višeslojnih perceptronskih mreža
    2016
    YU INFO 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
  • 2D Localization of Source of Stochastic EM Radiation by using Neural Networks
    2016
    ICEST 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
  • “Estimation of the Number of Stochastic EM Sources in Far-Field Using Probabilistic Neural Network”
    2015
    Telsiks 2015
    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
  • BEŽIČNI SISTEMI ZA POZICIONIRANJE U ZATVORENOM PROSTORU BAZIRANI NA RSSI METODI
    2015
    YU INFO 2015
    J. Mišić, Б. Миловановић, Н. Васић, 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
    Otvori
  • „An Overview of Wireless Indoor Positioning Systems”
    2015
    14th International Scientific Professional Symposium on Information Technology – INFOTEH 2015
    Ј. Мišić, B. Milovanović, N. Vasić, I. Milovanović, „An Overview of Wireless Indoor Positioning Systems”, pp. 301 - 306, Mar, 2015
  • Neural Network Model for Efficient Localization of a Number of Mutually Arbitrary Positioned Stochastic EM Sources in Far-field
    2014
    12th Symposium on Neural Network Applications in Electrical Engineering, NEUREL 2014
    Z. Stanković, N. Dončov, I. Milovanović, Б. Миловановић, Neural Network Model for Efficient Localization of a Number of Mutually Arbitrary Positioned Stochastic EM Sources in Far-field, Nov, 2014
  • Localization of Mobile Users Stochastic Radiation Nature by using Neural Networks
    2014
    XLIX International Scientific Conference on Information, Communication, and Energy Systems and Technologies – ICEST 2014
    Z. Stanković, N. Dončov, I. Milovanović, Б. Миловановић, M. Stoilković, Localization of Mobile Users Stochastic Radiation Nature by using Neural Networks, Jun, 2014
  • Neural Network Approach for Efficient DOA Determination of Multiple Stochastic EM Sources in Far-field
    2014
    IEEE International Conference on Numerical Electromagnetic Modeling and Optimization for RF, Microwave, and Terahertz Applications - NEMO 2014
    Z. Stanković, N. Dončov, J. Russer, I. Milovanović, Б. Миловановић, Neural Network Approach for Efficient DOA Determination of Multiple Stochastic EM Sources in Far-field, May, 2014
  • Pristup u DOA estimaciji stohastičkih izvora zasnovan na korišćenju neuronskih mreža
    2014
    YU INFO 2014
    Z. Stanković, I. Milovanović, N. Dončov, Б. Миловановић, 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
    Otvori
  • Neural networks based DOA estimation of multiple stochastic narrow-band EM sources
    2013
    11th International Conference on Telecommunications in Modern Cable, Satellite and Broadcasting Services - TELSIKS 2013
    Z. Stanković, N. Dončov, J. Russer, I. Milovanović, M. Agatonović, Neural networks based DOA estimation of multiple stochastic narrow-band EM sources, Oct, 2013
  • „Efikasni neuronski modeli za DOA estimaciju stohastičkog izvora“
    2013
    ETRAN 2013
    Z. Stanković, N. Dončov, Б. Миловановић, I. Milovanović, „Efikasni neuronski modeli za DOA estimaciju stohastičkog izvora“, 57. Konferencija ETRAN, Zbornik radova CD, Jun, 2013
  • „Efficient Neural Model for Estimation of the Microwave Antenna Noise Temperature“
    2013
    XLVIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies – ICEST 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
  • „Measurement Site and Procedures for Experimental 2D DOA Estimation“
    2013
    XLVIII International Scientific Conference on Information, Communication, and Energy Systems and Technologies – ICEST 2013
    M. Agatonović, Z. Stanković, Б. Миловановић, I. Milovanović, N. Dončov, „Measurement Site and Procedures for Experimental 2D DOA Estimation“, ISBN: 978-619-167-003-1, Jun, 2013
  • “Efikasna DOA estimacija stohastičkog izvora korišćenjem neuronskih mreža”
    2013
    YU INFO 2013
    Z. Stanković, I. Milovanović, N. Dončov, Б. Миловановић, “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
    Otvori
  • “ Program ''MWAA-beamformer'' za analizu rada adaptivnih antenskih nizova”
    2013
    YU INFO 2013
    I. Milovanović, Z. Stanković, Б. Миловановић, 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
  • "2D DOA Estimation of Two Coherent Sources based on RBF Neural Networks"
    2013
    ICEST 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
  • „Efficient Estimation of the Antenna Noise Level Using Neural Networks“
    2012
    XLVII International Scientific Conference on Information, Communication, and Energy Systems and Technologies – ICEST 2012
    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
  • „Osobenosti MESH mrežnih arhitektura zasnovanih na IEEE 802.11 i IEEE 802.16 standardima„
    2012
    INFOTEH®
    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
  • “Procena nivoa eksternog šuma na mestu prijema u bežičnim komunikacijama pomoću neuronskih mreža ”
    2012
    YU INFO 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
    Otvori
  • „Neuronski model za procenu snage eksternog šuma kod prijemnika bežičnih komunikacionih sistema“
    2011
    Telfor
    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
  • „Hybrid-Empirical Neural Model for Indoor/Outdoor Path Loss Calculation“
    2011
    10th International Conference on Telecommunications in Modern Cable, Satellite and Broadcasting Services - TELSIKS 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
  • „Neural Network Based Software for Modeling Printed Pentagonal Dipole“
    2011
    XLVI International Scientific Conference on Information, Communication, and Energy Systems and Technologies – ICEST 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
    Otvori
  • “Zaštita bežičnih MESH mreža”
    2011
    YU INFO 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
    Otvori
Ostali radovi
  • “Modelovanje uticaja šuma i interferencije u bežičnim komunikacionim sistemima primenom veštačkih neuronskih mreža”
    2015
    I. Milovanović, “Modelovanje uticaja šuma i interferencije u bežičnim komunikacionim sistemima primenom veštačkih neuronskih mreža”, Departman za poslediplomske studije, Univerzitet Singidunum, Beograd, Jul, 2015
    Otvori