For the complete list of my publications, please see my Google Scholar page.
Journal papers [56]:
V. Ninkovic, D. Vukobratovic: "Structured Superposition of Autoencoders for UEP Codes at Intermediate Blocklengths," to appear, IEEE Comunications Letters, 2025.
D. Ortiz-Perez, P. Ruiz-Ponce, D. Mulero-Perez, M. Benavent-Lledo, J. Rodriguez-Juan, H. Hernandez-Lopez, A. Iarovikov, S. Krco, D. Nedic, D. Vukobratovic, J. Garcia-Rodriguez: "Optimizing IoT Video Data: Dimenzionality Reduction for Efficient Deep Learning on Edge Computing," 17(2), 53, Future Internet, https://www.mdpi.com/1999-5903/17/2/53, 2025.
V. Nikic, D. Bortnik, S. Sobot, D. Vukobratovic, I. Mezei, M. Lukic: "Evaluation of Machine Learning Algorithms for NB-IoT Module Energy Consumption Estimation based on Radio Channel Quality," early access, IEEE Access, 2025.
V. Nikic, D. Bortnik, M. Lukic, D. Vukobratovic, I. Mezei: "Lightweight Digit Recognition in Smart Metering System Using NB-IoT and Federated Learning," 16(11), 402, Future Internet, MDPI link, 2024.
V. Ninkovic, D. Vukobratovic, D. Miskovic, M. Zennaro: "COMMSPLIT: A Communication-Aware Split Learning Design for Heterogeneous IoT Platforms," IEEE Internet of Things Journal, Vol. 12, No. 5, pp. 5305-5319, March 2025.
M. Ibrahem, D. Jayakody, D. Vukobratovic: "Cost-Effective Federated Learning-Based Approach for SINR Prediction in Cellular-Connected UAVs," to appear, Journal of Communications and Information Networks, 2024.
D. Teterja, J. Garcia-Rodriguez , J. Azorin-Lopez, E. Sebastian-Gonzalez, D. Nedic, D. Lekovic, P. Knezevic, D. Drajic, D. Vukobratovic: "A Video Mosaicing-Based Sensing Method for Chicken Behavior Recognition on Edge Computing Devices," to appear, Sensors, 2024.
T. Devaja, M. Petkovic, C. Wang, M. Beko, D. Vukobratovic: "On Error Probability Analysis of Short-Packet Communications in Massive Internet of Things," Vol. 12, pp. 67107-67116, IEEE Access, April 2024.
C. Stefanovic, M. Beko, D. Vukobratovic: "On the Performance of the Free-Access Tree Algorithm with MPR, SIC, and Single-Slot Memory," to appear, Ad Hoc Networks (Elsevier), 2024.
T. Devaja, M. Petkovic, F. Escribano, C. Stefanovic, D. Vukobratovic: "Slotted ALOHA with Capture for OWC-Based IoT: Finite Block-Length Performance Analysis," to appear, IEEE Access, 2023.
M. Cosovic, D. Miskovic, M. Delalic, D. Raca, D. Vukobratovic: "Distributed Inference over Linear Models using Alternating Gaussian Belief Propagation," Vol. 10, No. 22, pp. 19949-19963, IEEE Internet of Things Journal, November 2023.
O. Kundacina, M. Cosovic, D. Miskovic, D. Vukobratovic: "Graph Neural Networks on Factor Graphs for Robust, Fast, and Scalable Linear State Estimation with PMUs," Sustainable Energy, Grids and Networks (Elsevier), Vol. 34, No 101156, June 2023.
M. Petkovic, D. Vukobratovic, F. Clazzer, A. Munari, "Two-Tier Multi-Rate Slotted ALOHA for OWC/RF-Based IoT Networks," to appear, IEEE Communication Letters, arXiv link, Vol. 27, No. 4, pp. 1190-1194, April 2023.
S. Khursheed, N. Badruddin, V. Jeoti, D. Vukobratovic, M. A. Hashmani, "Low Computational Coding-Efficient Distributed Video Coding: Adding a Decision Mode to Limit Channel Coding Load," Entropy, Vol. 25, No. 2, 241, MDPI link, 2023.
N. Milosevic, et al. "Cybersecurity of Industrial Internet of Things: Architecture, Models and Lessons Learned," IEEE Access, Vol. 10, pp. 124747-124765, IEEE Xplore, 2022.
M. Petkovic, D. Bajovic, D. Vukobratovic, J. Machaj, P. Brida, G. McCutcheon, L. Stankovic, V. Stankovic: "Smart Dimmable LED Lighting Systems," Sensors, Vol. 22, No. 21, 8523, MDPI link, 2022.
M. Kovacevic, D. Vukobratovic: "Asymptotic Behaviour and Typicality Properties of Runlength-Limited Sequences," IEEE Transactions on Information Theory, Vol 68, No. 3, March 2022. arXiv link
V. Ninkovic. D. Vukobratovic, C. Haeger, H. Wymeersch, A. Graell i Amat, "Autoencoder-based Unequal Error Protection Codes," IEEE Communications Letters, Vol. 25, No. 11, November 2021, IEEE Xplore, arXiv link
V. Ninkovic, A. Valka, D. Dumic, D. Vukobratovic, "Deep Learning Based Packet Detection and Carrier Frequency Offset Estimation in IEEE 802.11ah," Vol. 9, pp. 99853-99865, IEEE Access, 2021.
M. Savic, M. Lukic, D. Danilovic, Z. Bodroski, D. Bajovic, I. Mezei, D. Vukobratovic, S. Skrbic, D. Jakovetic: "Deep Learning Anomaly Detection for Cellular IoT with Applications in Smart Logistics," Vol. 9, pp 59406-59419, IEEE Access, April 2021.
M. Cosovic, M. Delalic, D. Raca, D. Vukobratovic: "Observability Analysis for Large-Scale Power Systems Using Factor Graphs," IEEE Transactions on Power Systems, Vol. 36, No. 5, pp. 4791-4799, September 2021.
M. Petkovic, A. Cvetkovic, M. Narandzic, N. Chadzidiamantis, D. Vukobratovic, G. Karagiannidis: "Mixed RF-VLC Relaying Systems for Interference Sensitive Mobile Applications," IEEE Transactions on Vehicular Technology, Vol. 69, No. 10, pp. 11099-11111, October 2020.
M. Radosavljevic, Z. Xiong, L. Lu, D. Hohl, D. Vukobratovic: "High Bit-Depth Seismic Data Compression: A Novel Codec Under the Framework of HEVC," IEEE Access, IEEE Xplore, 2020.
D. Vukobratovic, F. Escribano: "Adaptive Multi-Receiver Coded Slotted ALOHA for Indoor Optical Wireless Communications," IEEE Communications Letters, Vol. 24, No. 6, pp. 1308-1312, June 2020, IEEE Xplore.
M. Panic, D. Jakovetic, D. Vukobratovic, V. Crnojevic, A. Pizurica: "MRI Reconstruction using Markov Random Field and Total Variation as Composite Prior," Sensors, MDPI Open Access Link, 2020.
M. Radosavljevic, B. Brkljac, P. Lugonja, V. Crnojevic, Z. Trpovski, Z. Xiong, D. Vukobratovic: "Lossy Compression of Multi-Spectral Satellite Images with Applications to Crop Thematic Mapping: A HEVC Comparative Study," Remote Sensing, MDPI Open Access Link, 2020.
P. Xiao, S. Cheng, V. Stankovic, D. Vukobratovic: "Averaging is Probably not the Optimum Way of Aggregating Parameters in Federated Learning," Entropy, MDPI Open Access Link, 2020.
D. Bajovic, J. M. F. Moura, D. Vukobratovic: "Detecting Random Walks on Graphs with Heterogeneous Sensors," IEEE Transactions on Information Theory, Vol. 65, No. 8, pp. 4893-4914, August 2019. arXiv link.
M. Cosovic, D. Vukobratovic: "Distributed Gauss-Newton Method for AC State Estimation Using Belief Propagation," IEEE Transactions on Power Systems, Vol. 34, No. 1, pp. 648-658, January 2019. IEEE link, arXiv link, Source code link.
D. Bajović, K. He, L. Stanković, D. Vukobratović, V. Stanković: "Optimal detection and error exponents for hidden semi-Markov models," IEEE Journal on Selected Topics in Signal Processing, Vol. 12, No. 5, pp. 1077-1092, October 2018, early access link, arXiv link.
K. Gligoric, M. Ajmani, D. Vukobratovic, S. Sinanovic: "Visible Light Communication Based Indoor Positioning via Compressed Sensing," IEEE Communications Letters, Vol. 22, No. 7, pp. 1410-1413, July 2018, arXiv link.
D. Vukobratovic, A. Tassi, S. Delic, C. Khirallah: "Random Linear Network Coding for 5G Mobile Video Delivery," (invited paper) Information, Vol. 9, No. 4, 72, Special Issue on Rateless and Network Coding for Video Streaming, arXiv link, MDPI link.
M. Cosovic, A. Tsitsimelis, D. Vukobratovic, J. Matamoros, C. Anton Haro: "5G Mobile Cellular Networks: Enabling Distributed State Estimation for Smart Grid," IEEE Communication Magazine, Vol. 55, No. 10, pp. 62-69, October 2017, arXiv link.
D. Vukobratovic, D. Jakovetic, V. Skachek, D. Bajovic, D. Sejdinovic, G. Karabulut Kurt, C. Hollanti, I. Fischer: "CONDENSE: A reconfigurable knowledge acquisition architecture for future 5G IoT," IEEE Access, Vol. 4, pp. 3360-3378, 2016, Open access link.
A. Tassi, C. Khirallah, D. Vukobratovic, F. Chiti, J. Thompson, R. Fantacci: "Resource Allocation Strategies for Network-Coded Video Broadcasting Services over LTE/LTE-A," IEEE Transactions on Vehicular Technology, Vol. 64, No. 5, pp. 2186-2192, May 2015, Open access link.
D. Jakovetic, D. Bajovic, D. Vukobratovic, V. Crnojevic: "Cooperative Slotted ALOHA for Multi Base Station Systems," IEEE Transactions on Communications, Vol. 63, No. 4, pp. 1443-1456, April 2015, arXiv link.
M. Kovacevic, D. Vukobratovic: "Perfect Codes in the Discrete Simplex," Design, Codes and Cryptography (Springer), Vol. 75, No. 1, pp. 81-95, April 2015, arXiv link.
A. Tassi, I. Chatzigeorgiou, D. Vukobratovic: "Resource Allocation Frameworks for Network-Coded Layered Multimedia Multicast Services," IEEE Journal on Selected Areas in Communications, Vol. 33, No. 2, pp. 141-155, February 2015, Open access link.
C. Khirallah, D. Rastovac, D. Vukobratovic, J. Thompson: "Energy Efficient Multimedia Delivery Services over LTE/LTE-A," (invited paper), IEICE Transactions on Communications, Vol. E-97B, No. 08, August 2014.
S. Wang, W. Guo, C. Khirallah, D. Vukobratovic, J. Thompson: "Interference Allocation Scheduler for Green Multimedia Delivery," IEEE Transactions on Vehicular Technology, Special Issue on Green Mobile Multimedia Communications, Vol. 63, No. 5, 2059-2070, June 2014, arXiv link.
S. Nazir, D. Vukobratovic, V. Stankovic, I. Andonovic, K. Nybom, S. Groenroos: "Unequal Error Protection for Data Partitioned H.264/AVC Video Broadcasting," Multimedia Tools and Applications (Springer), March 2014, pdf preprint.
D. Vukobratovic, C. Khirallah, V. Stankovic, J. Thompson: "Random Network Coding for Multimedia Delivery Services in LTE/LTE-Advanced," IEEE Transactions on Multimedia, Vol. 16, No.1, pp. 277-282, January 2014, pdf preprint.
M. Kovacevic, D. Vukobratovic: "Subset Codes for Packet Networks," IEEE Communications Letters, Vol. 14, No. 4, pp. 729-732, April 2013, arXiv link.
C. Stefanovic, D. Vukobratovic, V. Stankovic, R. Fantacci: "Packet-Centric Approach to Distributed Sparse-Graph Coding in Wireless Ad-Hoc Networks," Ad-Hoc Networks (Elsevier), Vol. 11, No. 1, pp. 167-181, January 2013, pdf preprint.
C. Khirallah, D. Vukobratovic, J. Thompson: "Performance Analysis and Energy Efficiency of Random Network Coding in LTE-Advanced," IEEE Transactions on Wireless Communications, Vol. 11, No. 12, pp. 4275-4285, December 2012, pdf preprint.
C. Stefanovic, P. Popovski, D. Vukobratovic: "Frameless ALOHA Protocol for Wireless Networks," IEEE Communications Letters, Vol. 16, No. 12, pp. 2087-2090, December 2012, arXiv link.
D. Vukobratovic, V. Stankovic: "Multi User Video Streaming Using Unequal Error Protection Network Coding," EURASIP Journal on Wireless Communications and Networking (Springer), 2012:218, Open access link.
S. Nazir, D. Vukobratovic, V. Stankovic, I. Andonovic: "Rate Adaptive Selective Segment Assignment for Reliable Wireless Video Transmission," in International Journal on Digital Multimedia Broadcasting (Hindawi), Vol. 2012, Article ID 160521, Open access link.
D. Vukobratovic, V. Stankovic: "Unequal Error Protection Random Linear Coding Strategies for Erasure Channels," IEEE Transactions on Communications, Vol. 60, No. 5, pp. 1243-1252, May 2012, pdf preprint. (Erratum: In Fig. 4, parameters and results on figure do not match).
S. Nazir, V. Stankovic, I. Andonovic, D. Vukobratovic: "Application Layer Systematic Network Coding for Sliced H.264/AVC Video Streaming," in Advances in Multimedia (Hindawi), Vol. 2012, Article ID 916715, Open access link.
C. Stefanovic, D. Vukobratovic, F. Chiti, L. Niccolai, V. Crnojevic, R. Fantacci: "Urban Infrastructure-to-Vehicle Traffic Data Dissemination Using UEP Rateless Codes", IEEE Journal on Selected Areas in Communications, Vol. 29, No. 1, pp. 94-102, January 2011.
D. Vukobratovic, C. Stefanovic, V. Crnojevic, F. Chiti, R. Fantacci: "Rateless Packet Approach for Data Gathering in Wireless Sensor Networks", IEEE Journal on Selected Areas in Communications, Vol. 28, No. 7, pp. 1169-1179, September 2010.
D. Vukobratovic, V. Stankovic, D. Sejdinovic, L. Stankovic, Z. Xiong: “Scalable Video Multicast Using Expanding Window Fountain Codes," IEEE Transactions on Multimedia, Vol. 11, No. 6, pp. 1094-1104, October 2009.
D. Sejdinovic, D. Vukobratovic, A. Doufexi, V. Senk, R. Piechocki: “Expanding Window Fountain Codes for Unequal Error Protection”, IEEE Transactions on Communications, Vol. 57, No. 9, pp. 2510-2516, September 2009.
D. Vukobratovic, V. Senk: “Design and Evaluation of Irregular LDPC Codes Using ACE Spectrum”, IEEE Transactions on Communications, Vol. 57, No. 8, pp. 2272-2279, August 2009.
D. Vukobratovic, V. Senk: “Generalized ACE Constrained Progressive-Edge-Growth LDPC Code Design”, IEEE Communications Letters, Vol.12, No.1, pp. 32-34, January 2008.
Editorial Special Issue journal papers [3]:
P. Zwierzykowski, P. Xiao, D. Vukobratovic, A. Zakrzewska, "Slicing in Modern Cellular Networks," Wireless Communications and Mobile Computing, Vol. 2019, Article ID 3018105, 2018.
X.-L. Huang, F. Hu, X. Ma, I. Krikidis, D. Vukobratovic: "Machine Learning for Communication Performance Enhancement," Wireless Communications and Mobile Computing, Vol. 2018, Article ID 8685418, 2019.
J. Thompson, R. Hu, Y. Hua, H. Suraweera, D. Vukobratovic: "Special Issue on Green Communications," Journal of Communications and Networking, Vol. 18, No. 4, pp. 535-539, August 2016.
Conference papers [105]:
H. Farag, D. Vukobratović, A. Munari, Č. Stefanović: "Timely and Efficient Information Delivery in Real-Time Industrial IoT Networks," IEEE Personal Indoor Mobile and Wireless Communications (PIMRC) 2023, Toronto, Canada, September 2023.
V. Ninkovic, D. Vukobratovic, A. Pastore, C. A. Haro: "A Weighted Autoencoder-Based Approach to Downlink NOMA Constellation Design," IEEE Signal Processing Advances in Wireless Communication SPAWC 2023, Shanghai, China, September 2023.
D. Teterja, J. Garcia-Rodriguez, J. Azorin-Lopez, E. Sebastian-Gonzalez, S. Krco, D. Drajic, D. Vukobratovic: "A Performance Evaluation of Lightweight Deep Learning Approaches for Bird Recognition," International Work-Conference on Artificial Neural Networks (IWANN) 2023, Ponta Delgada, Portugal, June 2023.
Syed M. Ali, M. Beko, D. Vukobratovic, C. Stefanovic: "On the Performance of the Free Access Tree Algorithm with MPR, SIC and Single-Slot Memory," BalkanCom 2023, Istanbul, June 2023.
O. Kundacina, G. Gojic, M. Cosovic, D. Miskovic, D. Vukobratovic: "Scalability and Sample Efficiency Analysis of Graph Neural Networks for Power Systems State Estimation," BalkanCom 2023, Istanbul, June 2023.
V. Ninkovic, D. Vukobratovic, C. Haeger, H. Wymeersch, A. Graell i Amat: "Rateless Autoencoder Codes: Trading off Decoding Delay and Reliability," IEEE Int'l Conference on Communication ICC 2023, Rome, May 2023.
M. Petkovic, S.A. Tegos, P.D. Diamantoulakis, D. Vukobratovic, P. Panayirci, C. Stefanovic, G. Karagiannidis: "Slotted ALOHA for Optical Wireless Communications in Internet of Underwater Things," Wireless Optical Communications Conference WOCC 2023, New Jersey, USA, May 2023.
T. Deveja, M. Petkovic, A. Munari, F. Clazzer, M. Beko, D. Vukobratovic: "Massive Machine-Type Communications via Hybrid OWC/RF Networks in Finite Block Length Regime," IEEE Wireless Communications and Networking Conference WCNC 2023, Glasgow, UK, March 2023.
S. Sobot, M. Lukic, D. Bortnik, V. Nikic, B. Lima, M. Beko, D. Vukobratovic: "Two-Tier UAV-Based Low Power Wide Area Networks: A Testbed and Experimentation Study," Int'l Conference on Cloud and Internet of Things CIoT 2023, Lisbon, Portugal, March 2023.
M. Kovacevic, D. Vukobratovic: "Optimum Error-Detecting Codes for General Asymmetric Channels via Sperner Theory," IEEE Information Theory Workshop 2022, Mumbai, India, November 2022.
O. Kundacina, M. Cosovic, D. Miskovic, D. Vukobratovic: "Distributed Non-Linear State Estimation in Electrical Power Systens using Graph Neural Networks," IEEE Smart Grid Communications Conference 2022, Singapore, October 2022.
O. Kundacina, M. Forcan, M. Cosovic, D. Raca, M. Dzeferagic, D. Miskovic, M. Maksimovic, D. Vukobratovic: "Near Real-Time Distributed State Estimation via AI/ML-Empowered 5G Networks ," IEEE Smart Grid Communications Conference 2022, Singapore, October 2022.
D. Vukobratovic, M. Lukic, I. Mezei, D. Bajovic, D. Danilovic, M. Savic, Z. Bodroski, S. Skrbic, D. Jakovetic: "Edge Machine Learning in 3GPP NB-IoT: Architecture, Applications and Demonstration," EUSIPCO 2022, Belgrade, Serbia, August 2022.
S. Sobot, V. Ninkovic, D. Vukobratovic, M. Pavlovic, M. Radovanovic: "Machine Learning Methods for Device Identification via Wireless Fingerprinting," BalkanCom 2022, Sarajevo, BiH, August, 2022.
T. Devaja, M. Petkovic, A. Munari, F. Clazzer, M. Beko, D. Vukobratovic: "Massive Machine-Type Communications via Hybrid OWC/RF Networks," IEEE/IET Int'l Symp. on Comm. Systems, Networks and Digital Signal Processing CSNDSP 2022, Porto, July 2022.
O. Kundacina, M. Cosovic, D. Vukobratovic: "State Estimation in Electric Power System Leveraging Graph Neural Networks," 17th Int'l Conference on Probabilistic Methods in Power Systems PMAPS 22, Manchester, UK, June 2022.
M. Kovacevic, D. Vukobratovic: "Asymptotics of Constant-Weight Constrained Sequences with Applications," IEEE Information Theory Workshop 2021, virtual (Kanazawa, Japan), October 2021.
M. Delalic, M. Cosovic, D. Raca, D. Vukobratovic: "Distributed Weighted Least Squares and Gaussian Belief Propagation: An Integrated Approach," IEEE Smart Grid Communications Conference SmartGridComm 2021, Aachen, Germany, October 2021.
M. Petkovic, T. Devaja, D. Vukobratovic, F. Escribano, C. Stefanovic: "Reliability Analysis of Slotted ALOHA with Capture for an OWC-based IoT System," IEEE International Symposium on Wireless Communication Systems ISWCS 2021, virtual (Berlin, Germany), September 2021.
V. Ninkovic, D. Vukobratovic, A. Valka, D. Dumic: "Preamble-Based Packet Detection in Wi-Fi: A Deep Learning Approach", IEEE Vehicular Technology Conference VTC Fall 2020, Victoria, Canada, December 2020 arXiv link.
D. Vukobratovic: "Cellular Internet of Things: Current State of the Art and the Road Ahead", invited paper, IEICE Int'l Conf on Emerging Technologies for Communications ICETC 2020, Online Virtual Conference, December 2020.
S. Sobot, N. Gavric, Z. Bojovic, D. Vukobratovic: "An Overview of Open Source Environments for 5G Internet of Things Experimentation," ERK 2020, Portoroz, Slovenia, October 2020.
M. Lukic, S. Sobot, I. Mezei, D. Vukobratovic: "3GPP NB-IoT for Smart Environments: Testbed, Experimentation and Use Cases," IEICE ICTF 2020, Nis, Serbia, September 2020.
M. Lukic, S. Sobot, I. Mezei, D. Danilovic, D. Vukobratovic: "In-Depth Real-World Evaluation of NB-IoT Module Energy Consumption," IEEE SmartIoT 2020, Beijing, China, August 2020, arXiv link.
M. Petkovic, D. Vukobratovic, A. Munari, F. Clazzer: "Relay-Aided Slotted ALOHA for Optical Wireless Communications," IEEE/IET Int'l Symp. on Comm. Systems, Networks and Digital Signal Processing CSNDSP 2020, Porto, July 2020.
K. Anoh, D. Bajovic, A. Ikpehai, B. Adebisi, D. Vukobratovic: "Enabling Peer to Peer Energy Trading in Virtual Microgrids with LP-WAN," IEEE EUROCON 2019, Novi Sad, Serbia, July 2019.
T. Devaja, D. Vukobratovic, D. Bajovic, G. Gardasevic: "Scheduling in 6TiSCH Networks via Max-Product Message Passing," IEEE EUROCON 2019, Novi Sad, Serbia, July 2019.
M. Cosovic, D. Vukobratovic: "Large-Scale Multi-Area State Estimation from Phasor Measurement Units Utilizing Factor Graphs," IEEE EUROCON 2019, Novi Sad, Serbia, July 2019.
J. Bjelica, M. Petkovic, D. Bajovic, D. Vukobratovic: "Coded Random Access for Wireless Powered Communication Network," BalkanCom 2019, Skopje, North Macedonia, June 2019.
M. Cosovic, T. Devaja, D. Bajovic, J. Machaj, G. McCutcheon, L. Stankovic, V. Stankovic, D. Vukobratovic: "Distributed Intelligent Illumination Control in the Context of Probabilistic Graphical Models," 4th Int'l Conference on Smart and Sustainable Technologies SpliTech 2019, Bol (Brac), Croatia, June 2019.
K. Anoh, D. Vukobratovic, D. Bajovic, B. Adebisi: "Distributed Energy Trading via Cellular Internet of Things and Mobile Edge Computing," IEEE International Conference on Communications ICC 2019, Shanghai, China, May 2019.
M. Petkovic, D. Bajovic, D. Vukobratovic, G. McCutcheon, L. Stankovic, V. Stankovic: "Effect of External Daylight in Smart Dimmable LED Lighting Systems," Wireless and Optical Communications Conference WOCC 2019, Beijing, China, May 2019.
M. Petkovic, A. Cvetkovic, M. Narandzic, D. Vukobratovic: "Mixed RF-VLC Relaying System with Radio Access Diversity," Wireless and Optical Communications Conference WOCC 2019, Beijing, China, May 2019.
M. Radosavljevic, M. Adamovic, B. Brkljac, Z. Trpovski, Z. Xiong, D. Vukobratovic: "Satellite Image Compression based on High-Efficiency Video Coding Standard - Experimental Comparison with JPEG 2000," Conference on Big Data from Space BiDS 2019, Munich, Germany, February 2019.
K. Anoh, D. Bajovic, B. Adebisi, O. Jogunola, D. Vukobratovic, M. Hammoudeh, "Virtual Microgrids: A Management Concept for Peer-to-Peer Energy Trading," Int'l Conference on Future Networks and Distributed Systems ICFNDS 2018, Amman, Jordan, June 2018.
K. Anoh, D. Bajovic, D. Vukobratovic, B. Adebisi, D. Jakovetic, M. Cosovic: "Distributed Energy Trading with Communication Constraints," IEEE ISGT Europe 2018, Sarajevo, Bosnia and Herzegovina, October 2018.
J. Bjelica, D. Vukobratovic: "Coded Random Access with Energy Harvesting Users," BalkanCom 2018, Podgorica, Montenegro, June 2018.
M.Cosovic, D. Vukobratovic, V. Stankovic: "Linear State Estimation via 5G C-RAN Cellular Networks using Gaussian Belief Propagation," IEEE Wireless Communications and Networking Conference WCNC 2018, Barcelona, Spain, April 2018, arXiv link.
M. Cosovic, D. Vukobratovic: "Fast Real-Time DC State Estimation in Electric Power Systems Using Belief Propagation," IEEE SmartGridComm 2017 (Best Student Paper Award), Dresden, Germany, October 2017, arXiv link.
A. Kleideras, M. Cosovic, D. Vukobratovic, A. Kiprakis: "Demand Response for Thermostatically Controlled Loads Using Belief Propagation," IEEE ISGT Europe 2017, Torino, Italy, September 2017.
M. Radosavljevic, Z. Xiong, L. Lu, D. Hohl, D. Vukobratovic: "HEVC-Based Compression of High Bit-Depth 3D Seismic Data," IEEE International Conference on Image Processing ICIP 2017, Beijing, China, September 2017.
V. Boljanovic, D. Vukobratovic, P. Popovski, C. Stefanovic: "User Activity Detection in Massive Random Access: Compressed Sensing vs Coded Slotted ALOHA," IEEE Signal Processing Advances in Wireless Communications SPAWC 2017, Sapporo, Japan, July 2017, ArXiV link.
A. Mastilovic, D. Vukobratovic, D. Jakovetic, D. Bajovic: "Cooperative Slotted ALOHA for Massive M2M Random Access Using Directional Antennas," IEEE Int'l Conference on Communications ICC 2017 - ICT4SG Workshop, Paris, France, May 2017, arXiv link.
M. Radosavljevic, Z. Xiong, L. Lu, D. Vukobratovic: "High Bit-Depth Image Compression with Applications to Seismic Data," IEEE Visual Communications and Image Processing VCIP 2016, Chengdu, China, November 2016.
M. Cosovic, D. Vukobratovic: "Distributed Gauss-Newton Method for AC State Estimation: A Belief Propagation Approach," IEEE SmartGridComm 2016, Sydney, Australia, November 2016, arXiv link.
D. Vukobratovic, D. Jakovetic, V. Skachek, D. Bajovic, D. Sejdinovic: "Network Function Computation as a Service in Future 5G Machine Type Communications," Turbo Codes and Iterative Information Processing Symposium 2016, Brest, France, September 2016.
M. Panic, D. Vukobratovic, V. Crnojevic, A. Pizurica: "Sparse MRI with a Markov Random Field Prior for the Subband Coeficcients," iTWIST 2016 Workshop, Aalborg, Denmark, August 2016.
M. Cosovic, D. Vukobratovic: "State Estimation in Electric Power Systems Using Belief Propagation: An Extended DC Model," IEEE Int'l Workshop on Signal Processing Advances in Wireless Comm's SPAWC 2016, Edinburgh, UK, July 2016, arXiv link.
C. Stefanovic, D. Vukobratovic, J. Goseling, P. Popovski: "Identifying Randomly Activated Users via Sign-Compute-Resolve on Graphs," IEEE Int'l Conference on Communications 2016 - MASSAP Workshop, Kuala Lumpur, Malaysia, May 2016, arXiv link.
M. Radosavljevic, G. Georgakarakos, S. Lafond, D. Vukobratovic: "Fast Coding Unit Selection Based on Local Texture Characteristics for HEVC Intra Frame," IEEE GlobalSIP 2015, Orlando, USA, December 2015.
I. LLamas, J. Mu-Kim, M. Melo, J. Bas, J.M. Fabrega, M.S. Moreolo, B.C. Schafer, R.T. Torres, M. Oliveira, D. Vukobratovic:"Recent Trends and Considerations for High Speed Data in Chips and System Interconnects," SBMO/IEEE Int'l Microwave and Optoelectronics Conference, Porto de Galinhas, Brasil, October 2015.
D. Vukobratovic, D. Sejdinovic, A. Pizurica: "Compressed Sensing Using Sparse Binary Measurements: A Rateless Coding Perspective," IEEE Int'l Workshop on Signal Processing Advances in Wireless Communications SPAWC 2015, Stockholm, Sweden, June 2015.
D. Jakovetic, D. Bajovic, D. Vukobratovic: "Distributed Estimation of Sparse User Activity for Multi-Base Station On-Off Random Access," IEEE International Conference on Communications 2015 - MASSAP Workshop, London, UK, June 2015.
A. Tassi, I. Chatzigeorgiou, D. Vukobratovic: "Optimized Network-coded Scalable Video Multicasting Over eMBMS Networks," IEEE International Conference on Communications 2015, London, UK, June 2015.
D. Jakovetic, A. Minja, D. Bajovic, D. Vukobratovic: "Distributed Storage Allocations for Neighbourhood-Based Data Access," IEEE Information Theory Workshop 2015, Jerusalem, Israel, April 2015.
A. Tassi, I. Chatzigeorgiou, D. Vukobratovic: "On Optimization of Network-coded Scalable Multimedia Service Multicasting," Wireless SNOW Workshop 2015, Trondheim, Norway, March 2015.
S. Nazir, D. Vukobratovic, G. Fairhurst: "Low complexity data duplication with selective slice dropping for reliable video communications," SPIE Int'l Conference on Graphic and Image Processing 2014, Beijing, China, October 2014.
D. Jakovetic, D. Bajovic, D. Vukobratovic, V. Crnojevic: "Slotted ALOHA for Networked Base Stations with Spatial and Temporal Diversity," IEEE Int'l Symposium on Information Theory ISIT 2014, Honolulu, Hawaii, July 2014.
D. Bajovic, D. Jakovetic, D. Vukobratovic, V. Crnojevic: "Slotted ALOHA for Networked Base Stations," IEEE Int'l Conference on Communications ICC 2014 - MASSAP Workshop, Sydney, Australia, June 2014.
D. Bajovic, D. Jakovetic, D. Vukobratovic, V. Crnojevic: "Slotted ALOHA for Networked Base Stations: Algorithms and Performance," invited paper, Special Session - Green Communications through Cooperation and Cognition: the CO2GREEN approach, European Wireless 2014, Barcelona, May 2014.
D. Vukobratovic, A. Pizurica: "Compressed Sensing Using Sparse Adaptive Measurements," Symposium on Information Theory in the Benelux (SITB) 2014, Eindhoven, May 2014.
M. Radosavljevic, S. Sladojevic, D. Culibrk, D. Vukobratovic: "QoE-Aware Rate Conservative Dynamic HTTP Streaming over Mobile Cellular Networks," IEEE/IFIP NOMS - QCMan Workshop, Krakow, Poland, May 2014.
A. Tassi, C. Khirallah, D. Vukobratovic, F. Chiti, J. Thompson, R. Fantacci: "Reliable Rate-Optimized Video Multicasting Services over LTE/LTE-A," IEEE International Conference on Communications ICC 2013, Budapest, Hungary, June 2013.
D. Rastovac, C. Khirallah, D. Vukobratovic, J. Thompson, "Energy Efficiency of Video Broadcasting Services in LTE Heterogeneous Networks," IEICE Information and Communications Technology Forum ICTF 2013, Sarajevo, Bosnia and Herzegovina, May 2013.
W. Guibene, C. Khirallah, D. Vukobratovic, J. Thompson, D. Slock: "Energy Aware Multiband Communications in Heterogeneous Networks," Int'l Conference on Telecommunications ICT 2013, invited paper, Special Session on Cognitive Radio for Next Generation Networks, Casablanca, Morocco, May 2013.
A. Tassi, G. Rigazzi, C. Khirallah, D. Vukobratovic, F. Chiti, J. Thompson, R. Fantacci: "Reliable Multicast in LTE-A: An Energy Efficient Cross-Layer Application of Network Coding," Int'l Conference on Telecommunications ICT 2013, invited paper, Special Session on Cognitive Radio for Next Generation Networks, Casablanca, Morocco, May 2013.
C. Khirallah, D. Vukobratovic, J. Thompson: "Bandwidth and Energy Efficiency of Video Broadcasting Services over LTE/LTE-A," IEEE Wireless Communications and Networking Conference WCNC 2013, Shanghai, China, April 2013.
D. Vukobratovic, C. Khirallah, V. Stankovic, J. Thompson: "Random Network Coding for Multimedia Delivery over LTE-Advanced," IEEE Int'l Conference on Multimedia and Expo ICME 2012, Melbourne, Australia, July 2012.
C. Khirallah, D. Vukobratovic, J. Thompson: "Performance Evaluation and Energy Efficiency of Random Network Coding in LTE-Advanced," IEEE Int'l Conference on Communications ICC 2012, Ottawa, Canada, June 2012.
C. Khirallah, J. Thompson, D. Vukobratovic: "Energy Efficiency of Heterogeneous Networks in LTE-Advanced," IEEE WCNC 2012 - Workshop on Future Green Communications, Paris, France, April 2012.
S. Nazir, V. Stankovic, D. Vukobratovic: "Adaptive Layered Multiple Description Coding for Wireless Video with Expanding Window Random Linear Codes," IEEE Int'l Conference on Acoustics, Speech and Signal Processing ICASSP 2012, Kyoto, Japan, March 2012.
C. Khirallah, D. Vukobratovic, J. Thompson: "On Energy Efficiency of Joint-Transmission Coordinated Multi-Point in LTE-Advanced," ITG Workshop on Smart Antennas WSA 2012, Dresden, Germany, March 2012.
S. Nazir, D. Vukobratovic, V. Stankovic: "Scalable Broadcasting of Sliced H.264/AVC over DVB-H Network," invited paper, Special Session on Robust and Scalable Multimedia Networking, IEEE Int'l Conference on Networks ICON 2011, Singapore, December 2011.
D. Vukobratovic, C. Khirallah, V. Stankovic, J. Thompson: "Scalable Video Streaming Using UEP Network Coding for Wireless Multi-Hop Cellular Networks," invited paper, Special Session on Wireless Network Coding, IEEE Int'l Symposium on Wireless Communication Systems ISWCS 2011, Aachen, Germany, November 2011.
S. Nazir, D. Vukobratovic, V. Stankovic: "Expanding Window Random Linear Codes for Data Partitioned H.264/AVC Video Transmission over DVB-H Network," IEEE Int'l Conference on Image Processing ICIP 2011, Brussels, Belgium, September 2011.
S. Nazir, D. Vukobratovic, V. Stankovic: "Unequal Error Protection for Data Partitioned H.264/AVC Video Streaming with Raptor and Random Linear Codes for DVB-H Networks," IEEE Int'l Conference on Multimedia and Expo ICME 2011, Barcelona, Spain, July 2011.
S. Nazir, D. Vukobratovic, V. Stankovic: "Performance Evalution of Raptor and Random Linear Codes for H.264/AVC Video Transmission over DVB-H Networks," IEEE Int'l Conference on Acoustics, Speech and Signal Processing ICASSP 2011, Prague, Czech Republic, May 2011.
H. Attar, D. Vukobratovic, L. Stankovic, V. Stankovic: "Performance Analysis of Node Cooperation with Network Coding in Wireless Sensor Networks," 3rd WSN 2011 Workshop - IFIP NTMS 2011 Conference, Paris, France, February 2011.
C. Stefanovic, D. Vukobratovic, V. Crnojevic, V. Stankovic: "A Random Linear Coding Scheme with Perimeter Data Gathering for Wireless Sensor Networks", IEEE International Conference on Wireless On-Demand Systems and Services WONS 2011, Bardonecchia, Italy, January 2011.
D. Vukobratovic, V. Stankovic: "On Unequal Error Protection Random Linear Coding for Scalable Video Broadcasting," IEEE Packet Video Workshop PV 2010, Hong Kong, China, December 2010.
D. Vukobratovic, V. Stankovic: "Unequal Error Protection Random Linear Coding for Multimedia Communications," IEEE Multimedia and Signal Processing Workshop MMSP 2010 (top 10% paper award), Saint Malo, France, October 2010.
D. Vukobratovic, C. Stefanovic, V. Stankovic: "Fireworks: A Random Linear Coding Scheme for Distributed Storage in Wireless Sensor Networks," IEEE Information Theory Workshop ITW 2010, Dublin, Ireland, September 2010.
D. Gomez Barquero, K. Nybom, D. Vukobratovic, V. Stankovic: "Scalable Video Coding for Mobile Broadcasting DVB Systems," invited paper, Special Session on Scalable Video Transmission over DVB Networks, IEEE International Conference on Multimedia and Expo ICME 2010, Singapore, July 2010.
C. Stefanovic, D. Vukobratovic, V. Crnojevic, L. Niccolai, F. Chiti, R. Fantacci: "Contaminated Areas Monitoring via Distributed Rateless Coding with Constrained Data Gathering," ACM International Wireless Communications and Mobile Computing Conference IWCMC 2010, Caen, France, June 2010.
D. Rastovac, D. Vukobratovic, L. Stankovic, V. Stankovic: "The Design of Rate-Compatible LDPC Codes for IR-HARQ Systems over Erasure Channels," IEEE International Communications Conference ICC 2010, Cape Town, South Africa, May 2010.
F. Chiti, R. Fantacci, D. Vukobratovic: "Joint Discrete Power-Level and Delay Optimization for Network Coded Wireless Communications," IEEE International Communications Conference ICC 2010, Cape Town, South Africa, May 2010.
C. Stefanovic, D. Vukobratovic, T. Karabenc, M. Rovcanin, V. Crnojevic: "On Energy Efficiency of Rateless Packet Scheme for Distributed Data Storage in Wireless Sensor Networks", IEEE International Conference on Wireless On-Demand Systems and Services WONS 2010, Kranjska Gora, Slovenia, February 2010.
F. Chiti, R. Fantacci, R. Johnson, V. Crnojevic, D. Vukobratovic: "End-to-end Delay Analysis for Reliable Communications over Lossy Channels: Integrating Network Coding and ARQ Schemes," IEEE GLOBECOM 2009, Honolulu, USA, December 2009.
C. Stefanovic, D. Vukobratovic, V. Stankovic: "On Distributed LDGM and LDPC Code Design for Networked Systems," IEEE Information Theory Workshop ITW 2009, Taormina, Italy, October 2009.
D. Vukobratovic, V. Stankovic, L. Stankovic, D. Sejdinovic: "Precoded EWF Codes for Unequal Error Protection of Scalable Video," ACM MobiMedia 2009, Kingston Upon Thames, UK, September 2009.
C. Stefanovic, D. Vukobratovic, D. Bajic, L. Stankovic, V. Stankovic: "Blind Time-Period Synchronization for LDPC Convolutionally Coded Transmission", EUSIPCO 2009, Glasgow, UK, August 2009.
D. Vukobratovic, C. Stefanovic, M. Stojakovic, V. Stankovic: "Raptor Packets: A Packet-Centric Approach to Distributed Raptor Code Design", IEEE Int'l Symposium on Information Theory ISIT 2009, Seoul, Korea, July 2009.
D. Vukobratovic, C. Stefanovic, V. Crnojevic, F. Chiti, R. Fantacci: "A Packet-Centric Approach to Distributed Rateless Coding in Wireless Sensor Networks", IEEE Int'l Conference on Sensor, Mesh and Ad-Hoc Networks and Communications SECON 2009, Rome, Italy, June 2009.
C. Stefanovic, D. Vukobratovic, D. Bajic: "Low-Complexity List-Based Frame Synchronization for LDPC Coded Transmission", IEEE Int'l Communications Conference ICC 2009, Dresden, Germany, June 2009.
K. Nybom, D. Vukobratovic, J. Bjorkquist: ”Sparse Graph AL-FEC Sollutions for IP Datacasting in DVB-H”, IEEE Int'l. Symposium on Broadband Multimedia Systems and Broadcasting BMSB 2009, Bilbao, Spain, May 2009.
D. Vukobratovic, V. Stankovic, D. Sejdinovic, L. Stankovic, Z. Xiong: “Expanding Window Fountain Codes for Scalable Video Multicast”, IEEE Int'l Conference on Multimedia and Expo - ICME 2008, Hannover, Germany, June 2008.
D. Sejdinovic, D. Vukobratovic, A. Doufexi, V. Senk, R. Piechocki: “Expanding Window Fountain Codes for Unequal Error Protection”, 41st Annual Asilomar 2007 Conf. on Signals, Systems and Computers, Pacific Grove, CA, USA, November 2007.
D. Vukobratovic, V. Senk: “On the Optimized Patent-Free LDPC Code Design for Content Distribution Systems”, IEEE International Symposium on Wireless Communications Systems ISWCS 2007, Trondheim, Norway, October 2007.
D. Vukobratovic, V. Stankovic, D. Sejdinovic, L. Stankovic, Z. Xiong: “Scalable Data Multicast Using Expanding Window Fountain Codes”, 45th Annual Allerton 2007 Conf. on Communication, Control and Computing, Monticello, IL, USA, September 2007.
D. Vukobratovic, A. Djurendic, V. Senk: “ACE Spectrum of LDPC Codes and Generalized ACE Design”, IEEE International Communications Conference ICC 2007, pp. 665-670, Glasgow, UK, June 2007.
D. Vukobratovic, M. Despotovic: “On the Packet Lengths of Rateless Codes”, IEEE EUROCON 2005, pp. 672-676, Belgrade, Serbia & Montenegro, November 2005.
P. Vontobel, R. Smarandache, N. Kiyavash, J. Teutsch, D. Vukobratovic: “On the Minimal Pseudo-Codewords of Codes from Finite Geometries”, IEEE International Symposium of Information Theory ISIT 2005, pp. 980-985, Adelaide, Australia, September 2005.
D. Bajic, C. Stefanovic, D. Vukobratovic: “Search Process and Probabilistic Bifix Approach”, IEEE International Symposium of Information Theory ISIT 2005, pp. 19-23, Adelaide, Australia, September 2005.
D. Vukobratovic: “On the equivalence of BP and LP Decoding on the binary erasure channel”, 4th International Workshop on Optimal Codes and Related Topics 2005, pp. 275-282, Pamporovo, Bulgaria, June 2005.
V. Senk, D. Vukobratovic, I. Djurdjevic: “A new method of BER estimation for iteratively decodable codes”, IEEE/SITA International Symposium of Information Theory and Applications ISITA 2004, pp. 27-30, Parma, Italy, October 2004.
Book chapters [3]:
C. Stefanovic, D. Vukobratovic: "Coded Random Access," in Network Coding and Subspace Designs, Signals and Communications Technology Series, Springer 2018.
M. Angjelichinoski, M. Cosovic, C. Kalalas, R. Lliuyacc, M. Zeinali, J. A. Zarate, J. M. Mauricio, P. Popovski, C. Stefanovic, J. Thompson, D. Vukobratovic: "Overview of Research in ADVANTAGE Project," in Smarter Energy: From Smart Metering to the Smart Grid, IET Press, 2016.
L. Clavier, D. Vukobratovic, M. Wetz, W. Teich, A. Czylwik, K. Kansanen: "Advanced Coding, Modulation and Signal Processing," in Pervasive Mobile and Ambient Wireless Communications, Signals and Communications Technology Series, Springer 2012.